Pre release polishes (#1416)

Adding option to hide unconfirmed and variable transcriptions in append and replace mode

.coveragerc

@@ -0,0 +1,19 @@
+[run]
+omit =
+  buzz/whisper_cpp/*
+  buzz/transcriber/local_whisper_cpp_server_transcriber.py
+  *_test.py
+  demucs/*
+  whisper_diarization/*
+  deepmultilingualpunctuation/*
+  ctc_forced_aligner/*
+
+[report]
+exclude_also =
+  if sys.platform == "win32":
+  if platform.system\(\) == "Windows":
+  if platform.system\(\) == "Linux":
+  if platform.system\(\) == "Darwin":
+
+[html]
+directory = coverage/html

.github/workflows/ci.yml

@@ -1,33 +1,402 @@
----
 name: CI
-'on': push
+on:
+  push:
+    branches:
+      - main
+    tags:
+      - "*"
+  pull_request:
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
+  cancel-in-progress: true
 
 jobs:
-  ci:
-    runs-on: ubuntu-latest
+  test:
+    runs-on: ${{ matrix.os }}
+    env:
+      BUZZ_DISABLE_TELEMETRY: true
+    strategy:
+      fail-fast: false
+      matrix:
+        include:
+          - os: macos-15-intel
+          - os: macos-latest
+          - os: windows-latest
+          - os: ubuntu-22.04
+          - os: ubuntu-latest
     steps:
-      - uses: actions/checkout@v3
-      - uses: actions/setup-python@v4
+      - uses: actions/checkout@v4
         with:
-          python-version: '3.10.6'
+          submodules: recursive
 
-      - name: Install Poetry Action
-        uses: snok/install-poetry@v1.3.1
+      # Should be removed with next update to whisper.cpp
+      - name: Downgrade Xcode
+        uses: maxim-lobanov/setup-xcode@v1
         with:
-          virtualenvs-create: true
-          virtualenvs-in-project: true
+          xcode-version: '16.0.0'
+        if: matrix.os == 'macos-latest'
+
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: "3.12"
+
+      - name: Install Vulkan SDK
+        if: "startsWith(matrix.os, 'ubuntu-') || matrix.os == 'windows-latest'"
+        uses: humbletim/install-vulkan-sdk@v1.2
+        with:
+          version: 1.4.309.0
+          cache: true
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@v6
 
       - name: Load cached venv
-        id: cached-poetry-dependencies
-        uses: actions/cache@v3
+        id: cached-uv-dependencies
+        uses: actions/cache@v4
         with:
           path: .venv
-          key: venv-${{ runner.os }}-${{ hashFiles('**/poetry.lock') }}-${{ hashFiles('**/package-lock.json') }}-2
+          key: venv-${{ runner.os }}-${{ runner.arch }}-${{ hashFiles('**/uv.lock') }}
 
-      - run: pip install poetry
-      - run: poetry install
-      - run: poetry run make buzz
-      - uses: actions/upload-artifact@v3
+      - uses: AnimMouse/setup-ffmpeg@v1
+        id: setup-ffmpeg
         with:
-          name: pyinstaller
-          path: dist/*
+          version: ${{ matrix.os == 'macos-15-intel' && '7.1.1' || matrix.os == 'macos-latest' && '80' || '8.0' }}
+
+      - name: Test ffmpeg
+        run: ffmpeg -i ./testdata/audio-long.mp3 ./testdata/audio-long.wav
+
+      - name: Add msbuild to PATH
+        uses: microsoft/setup-msbuild@v2
+        if: runner.os == 'Windows'
+
+      - name: Install apt dependencies
+        run: |
+          sudo apt-get update
+
+          if [ "$(lsb_release -rs)" == "22.04" ]; then
+            sudo apt-get install libegl1-mesa
+
+            # Add ubuntu-toolchain-r PPA for newer libstdc++6 with GLIBCXX_3.4.32
+            sudo add-apt-repository ppa:ubuntu-toolchain-r/test -y
+            sudo apt-get update
+            sudo apt-get install -y libstdc++6
+          fi
+
+          sudo apt-get install libyaml-dev libxkbcommon-x11-0 libxcb-icccm4 libxcb-image0 libxcb-keysyms1 libxcb-randr0 libxcb-render-util0 libxcb-xinerama0 libxcb-shape0 libxcb-cursor0 libportaudio2 gettext libpulse0 libgl1-mesa-dev libvulkan-dev ccache
+        if: "startsWith(matrix.os, 'ubuntu-')"
+
+      - name: Install dependencies
+        run: uv sync
+
+      - name: Test
+        run: |
+          uv run make test
+        shell: bash
+        env:
+          PYTHONFAULTHANDLER: "1"
+
+      - name: Upload coverage reports to Codecov with GitHub Action
+        uses: codecov/codecov-action@v4
+        with:
+          flags: ${{ runner.os }}
+          token: ${{ secrets.CODECOV_TOKEN }}
+        env:
+          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+
+  build:
+    runs-on: ${{ matrix.os }}
+    timeout-minutes: 90
+    env:
+      BUZZ_DISABLE_TELEMETRY: true
+    strategy:
+      fail-fast: false
+      matrix:
+        include:
+          - os: macos-15-intel
+          - os: macos-latest
+          - os: windows-latest
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          submodules: recursive
+
+      # Should be removed with next update to whisper.cpp
+      - name: Downgrade Xcode
+        uses: maxim-lobanov/setup-xcode@v1
+        with:
+          xcode-version: '16.0.0'
+        if: matrix.os == 'macos-latest'
+
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: "3.12"
+
+      - name: Install Vulkan SDK
+        if: "startsWith(matrix.os, 'ubuntu-') || matrix.os == 'windows-latest'"
+        uses: humbletim/install-vulkan-sdk@v1.2
+        with:
+          version: 1.4.309.0
+          cache: true
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@v6
+
+      - name: Load cached venv
+        id: cached-uv-dependencies
+        uses: actions/cache@v4
+        with:
+          path: .venv
+          key: venv-${{ runner.os }}-${{ runner.arch }}-${{ hashFiles('**/uv.lock') }}
+
+      - name: Install Inno Setup on Windows
+        uses: crazy-max/ghaction-chocolatey@v3
+        with:
+          args: install innosetup --yes
+        if: runner.os == 'Windows'
+
+      - name: Install apt dependencies
+        run: |
+          sudo apt-get update
+
+          if [ "$(lsb_release -rs)" == "22.04" ]; then
+            sudo apt-get install libegl1-mesa
+
+            # Add ubuntu-toolchain-r PPA for newer libstdc++6 with GLIBCXX_3.4.32
+            sudo add-apt-repository ppa:ubuntu-toolchain-r/test -y
+            sudo apt-get update
+            sudo apt-get install -y libstdc++6
+          fi
+
+          sudo apt-get install libyaml-dev libxkbcommon-x11-0 libxcb-icccm4 libxcb-image0 libxcb-keysyms1 libxcb-randr0 libxcb-render-util0 libxcb-xinerama0 libxcb-shape0 libxcb-cursor0 libportaudio2 gettext libpulse0 libgl1-mesa-dev libvulkan-dev ccache
+        if: "startsWith(matrix.os, 'ubuntu-')"
+
+      - name: Install dependencies
+        run: uv sync
+
+      - uses: AnimMouse/setup-ffmpeg@v1
+        id: setup-ffmpeg
+        with:
+          version: ${{ matrix.os == 'macos-15-intel' && '7.1.1' || matrix.os == 'macos-latest' && '80' || '8.0' }}
+
+      - name: Install MSVC for Windows
+        run: |
+          if [ "$RUNNER_OS" == "Windows" ]; then
+            uv add msvc-runtime
+            uv pip install -U torch==2.8.0+cu129 torchaudio==2.8.0+cu129 --index-url https://download.pytorch.org/whl/cu129
+            uv pip install nvidia-cublas-cu12==12.9.1.4 nvidia-cuda-cupti-cu12==12.9.79 nvidia-cuda-runtime-cu12==12.9.79 --extra-index-url https://pypi.ngc.nvidia.com
+
+            uv cache clean
+            uv run pip cache purge
+          fi
+        shell: bash
+
+      - name: Add msbuild to PATH
+        uses: microsoft/setup-msbuild@v2
+        if: runner.os == 'Windows'
+
+      - uses: ruby/setup-ruby@v1
+        with:
+          ruby-version: "3.0"
+          bundler-cache: true
+        if: "startsWith(matrix.os, 'ubuntu-')"
+
+      - name: Install FPM
+        run: gem install fpm
+        if: "startsWith(matrix.os, 'ubuntu-')"
+
+      - name: Clear space on Windows
+        if: runner.os == 'Windows'
+        run: |         
+          rm 'C:\Android\android-sdk\' -r -force
+          rm 'C:\Program Files (x86)\Google\' -r -force
+          rm 'C:\tools\kotlinc\' -r -force
+          rm 'C:\tools\php\' -r -force
+          rm 'C:\selenium\' -r -force
+        shell: pwsh
+
+      - name: Bundle
+        run: |
+          if [ "$RUNNER_OS" == "macOS" ]; then
+
+            brew install create-dmg
+
+            sudo pkill -9 XProtect >/dev/null || true;
+            while pgrep XProtect; do sleep 3; done;
+
+            CERTIFICATE_PATH=$RUNNER_TEMP/build_certificate.p12
+            KEYCHAIN_PATH=$RUNNER_TEMP/app-signing.keychain-db
+
+            echo -n "$BUILD_CERTIFICATE_BASE64" | base64 --decode -o $CERTIFICATE_PATH
+
+            security create-keychain -p "$KEYCHAIN_PASSWORD" $KEYCHAIN_PATH
+            security set-keychain-settings -lut 21600 $KEYCHAIN_PATH
+            security unlock-keychain -p "$KEYCHAIN_PASSWORD" $KEYCHAIN_PATH
+
+            security import $CERTIFICATE_PATH -P "$P12_PASSWORD" -A -t cert -f pkcs12 -k $KEYCHAIN_PATH
+            security list-keychain -d user -s $KEYCHAIN_PATH
+
+            xcrun notarytool store-credentials --apple-id "$APPLE_ID" --password "$APPLE_APP_PASSWORD" --team-id "$APPLE_TEAM_ID" notarytool --validate
+
+            uv run make bundle_mac
+
+          elif [ "$RUNNER_OS" == "Windows" ]; then
+
+            cp -r ./dll_backup ./buzz/
+            uv run make bundle_windows
+
+          fi
+        env:
+          BUZZ_CODESIGN_IDENTITY: ${{ secrets.BUZZ_CODESIGN_IDENTITY }}
+          BUZZ_KEYCHAIN_NOTARY_PROFILE: ${{ secrets.BUZZ_KEYCHAIN_NOTARY_PROFILE }}
+          BUILD_CERTIFICATE_BASE64: ${{ secrets.BUILD_CERTIFICATE_BASE64 }}
+          KEYCHAIN_PASSWORD: ${{ secrets.KEYCHAIN_PASSWORD }}
+          P12_PASSWORD: ${{ secrets.P12_PASSWORD }}
+          APPLE_ID: ${{ secrets.APPLE_ID }}
+          APPLE_APP_PASSWORD: ${{ secrets.APPLE_APP_PASSWORD }}
+          APPLE_TEAM_ID: ${{ secrets.APPLE_TEAM_ID }}
+        shell: bash
+
+      - uses: actions/upload-artifact@v4
+        with:
+          name: Buzz-${{ runner.os }}-${{ runner.arch }}
+          path: |
+            dist/Buzz*-windows.exe
+            dist/Buzz*-windows-*.bin
+            dist/Buzz*-mac.dmg
+
+  build_wheels:
+    runs-on: ${{ matrix.os }}
+    env:
+      BUZZ_DISABLE_TELEMETRY: true
+    strategy:
+      fail-fast: false
+      matrix:
+        os: [ubuntu-latest, windows-latest, macos-15-intel, macos-latest]
+
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          submodules: recursive
+
+      # Should be removed with next update to whisper.cpp
+      - name: Downgrade Xcode
+        uses: maxim-lobanov/setup-xcode@v1
+        with:
+          xcode-version: '16.0.0'
+        if: matrix.os == 'macos-latest'
+
+      - name: Install Vulkan SDK
+        if: "startsWith(matrix.os, 'ubuntu-') || matrix.os == 'windows-latest'"
+        uses: humbletim/install-vulkan-sdk@v1.2
+        with:
+          version: 1.4.309.0
+          cache: true
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@v6
+
+      - name: Build wheels
+        run: uv build --wheel
+        shell: bash
+
+      - uses: actions/upload-artifact@v4
+        with:
+          name: buzz-wheel-${{ runner.os }}-${{ runner.arch }}
+          path: ./dist/*.whl
+
+  publish_pypi:
+    needs: [build_wheels, test]
+    runs-on: ubuntu-latest
+    env:
+      BUZZ_DISABLE_TELEMETRY: true
+    environment: pypi
+    permissions:
+      id-token: write
+    if: startsWith(github.ref, 'refs/tags/')
+    steps:
+      - uses: actions/download-artifact@v4
+        with:
+          pattern: buzz-wheel-*
+          path: dist
+          merge-multiple: true
+
+      - uses: pypa/gh-action-pypi-publish@release/v1
+        with:
+          verbose: true
+          password: ${{ secrets.PYPI_TOKEN }}
+
+  release:
+    runs-on: ${{ matrix.os }}
+    env:
+      BUZZ_DISABLE_TELEMETRY: true
+    strategy:
+      fail-fast: false
+      matrix:
+        include:
+          - os: macos-15-intel
+          - os: macos-latest
+          - os: windows-latest
+    needs: [build, test]
+    if: startsWith(github.ref, 'refs/tags/')
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          submodules: recursive
+
+      - uses: actions/download-artifact@v4
+        with:
+          name: Buzz-${{ runner.os }}-${{ runner.arch }}
+
+      - name: Rename .dmg files
+        if: runner.os == 'macOS'
+        run: |
+          for file in Buzz*.dmg; do
+            mv "$file" "${file%.dmg}-${{ runner.arch }}.dmg"
+          done
+
+      - name: Release
+        uses: softprops/action-gh-release@v2
+        with:
+          files: |
+            Buzz*-unix.tar.gz
+            Buzz*.exe
+            Buzz*.bin
+            Buzz*.dmg
+
+#  Brew Cask deployment fails and the app is deprecated on Brew.
+#  deploy_brew_cask:
+#    runs-on: macos-latest
+#    env:
+#      BUZZ_DISABLE_TELEMETRY: true
+#    needs: [release]
+#    if: startsWith(github.ref, 'refs/tags/')
+#    steps:
+#      - uses: actions/checkout@v4
+#        with:
+#          submodules: recursive
+#
+#      # Should be removed with next update to whisper.cpp
+#      - name: Downgrade Xcode
+#        uses: maxim-lobanov/setup-xcode@v1
+#        with:
+#          xcode-version: '16.0.0'
+#        if: matrix.os == 'macos-latest'
+#
+#      - name: Install uv
+#        uses: astral-sh/setup-uv@v6
+#
+#      - name: Set up Python
+#        uses: actions/setup-python@v5
+#        with:
+#          python-version: "3.12"
+#
+#      - name: Install dependencies
+#        run: uv sync
+#
+#      - name: Upload to Brew
+#        run: uv run make upload_brew
+#        env:
+#          HOMEBREW_GITHUB_API_TOKEN: ${{ secrets.HOMEBREW_GITHUB_API_TOKEN }}

.github/workflows/gh-pages.yml

@@ -0,0 +1,32 @@
+---
+name: GitHub Pages
+on:
+  push:
+    branches:
+      - main
+
+jobs:
+  deploy:
+    name: Deploy
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-node@v4
+        with:
+          node-version: 18
+          cache: npm
+          cache-dependency-path: docs/package-lock.json
+
+      - name: Install dependencies
+        run: npm ci
+        working-directory: docs
+
+      - name: Build
+        run: npm run build
+        working-directory: docs
+
+      - name: Deploy to GitHub Pages
+        uses: peaceiris/actions-gh-pages@v4
+        with:
+          github_token: ${{ secrets.GITHUB_TOKEN }}
+          publish_dir: ./docs/build

.github/workflows/manual-build.yml

@@ -0,0 +1,94 @@
+---
+name: Manual Build
+on: workflow_dispatch
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  build:
+    runs-on: ${{ matrix.os }}
+    env:
+      BUZZ_DISABLE_TELEMETRY: true
+    strategy:
+      fail-fast: false
+      matrix:
+        include:
+          - os: macos-latest
+          - os: windows-latest
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          submodules: recursive
+      - uses: actions/setup-python@v5
+        with:
+          python-version: "3.11.9"
+
+      - name: Install Poetry Action
+        uses: snok/install-poetry@v1.3.1
+        with:
+          virtualenvs-create: true
+          virtualenvs-in-project: true
+
+      - name: Load cached venv
+        id: cached-poetry-dependencies
+        uses: actions/cache@v4
+        with:
+          path: .venv
+          key: venv-${{ runner.os }}-${{ hashFiles('**/poetry.lock') }}-2
+
+      - uses: FedericoCarboni/setup-ffmpeg@v3.1
+        id: setup-ffmpeg
+        with:
+          ffmpeg-version: release
+          architecture: 'x64'
+          github-token: ${{ github.server_url == 'https://github.com' && github.token || '' }}
+
+      - name: Install dependencies
+        run: poetry install
+
+      - name: Bundle
+        run: |
+          if [ "$RUNNER_OS" == "macOS" ]; then
+
+            brew install create-dmg
+            poetry run make bundle_mac_unsigned
+
+          elif [ "$RUNNER_OS" == "Windows" ]; then
+
+            poetry run make bundle_windows
+
+          fi
+        shell: bash
+
+      - uses: actions/upload-artifact@v4
+        with:
+          name: Buzz-${{ runner.os }}
+          path: |
+            dist/Buzz*-windows.exe
+            dist/Buzz*-mac.dmg
+
+  build-snap:
+    runs-on: ubuntu-latest
+    env:
+      BUZZ_DISABLE_TELEMETRY: true
+    outputs:
+      snap: ${{ steps.snapcraft.outputs.snap }}
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          submodules: recursive
+      - uses: snapcore/action-build@v1
+        id: snapcraft
+      - run: |
+          sudo apt-get update
+          sudo apt-get install libportaudio2
+      - run: sudo snap install --devmode *.snap
+      - run: |
+          cd $HOME
+          xvfb-run buzz --version
+      - uses: actions/upload-artifact@v4
+        with:
+          name: snap
+          path: ${{ steps.snapcraft.outputs.snap }}

.github/workflows/snapcraft.yml

@@ -0,0 +1,106 @@
+---
+name: Snapcraft
+on:
+  push:
+    branches:
+      - main
+    tags:
+      - "*"
+  pull_request:
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  build:
+    runs-on: ubuntu-24.04
+    timeout-minutes: 90
+    env:
+      BUZZ_DISABLE_TELEMETRY: true
+    outputs:
+      snap: ${{ steps.snapcraft.outputs.snap }}
+    steps:
+      # Ideas from https://github.com/orgs/community/discussions/25678
+      - name: Remove unused build tools
+        run: |
+          sudo apt-get remove -y azure-cli google-cloud-sdk hhvm google-chrome-stable firefox powershell mono-devel || true
+          sudo apt-get autoremove -y
+          sudo apt-get clean
+          python -m pip cache purge
+          rm -rf /opt/hostedtoolcache || true
+      - name: Check available disk space
+        run: |
+          echo "=== Disk space ==="
+          df -h
+          echo "=== Memory ==="
+          free -h
+      - uses: actions/checkout@v4
+        with:
+          submodules: recursive
+      - name: Install Snapcraft and dependencies
+        run: |
+          set -x
+          # Ensure snapd is ready
+          sudo systemctl start snapd.socket
+          sudo snap wait system seed.loaded
+
+          echo "=== Installing snapcraft ==="
+          sudo snap install --classic snapcraft
+
+          echo "=== Installing gnome extension dependencies ==="
+          sudo snap install gnome-46-2404 || { echo "Failed to install gnome-46-2404"; sudo journalctl -u snapd --no-pager -n 50; exit 1; }
+          sudo snap install gnome-46-2404-sdk || { echo "Failed to install gnome-46-2404-sdk"; sudo journalctl -u snapd --no-pager -n 50; exit 1; }
+
+          echo "=== Installing build-snaps ==="
+          sudo snap install --classic astral-uv || { echo "Failed to install astral-uv"; sudo journalctl -u snapd --no-pager -n 50; exit 1; }
+
+          echo "=== Installed snaps ==="
+          snap list
+      - name: Check disk space before build
+        run: df -h
+      - name: Build snap
+        id: snapcraft
+        env:
+          SNAPCRAFT_BUILD_ENVIRONMENT: host
+        run: |
+          sudo -E snapcraft pack --verbose --destructive-mode
+          echo "snap=$(ls *.snap)" >> $GITHUB_OUTPUT
+      - run: sudo snap install --devmode *.snap
+      - run: |
+          cd $HOME
+          xvfb-run buzz --version
+      - uses: actions/upload-artifact@v4
+        with:
+          name: snap
+          path: ${{ steps.snapcraft.outputs.snap }}
+
+  upload-edge:
+    runs-on: ubuntu-latest
+    needs: [ build ]
+    if: github.ref == 'refs/heads/main'
+    steps:
+      - uses: actions/download-artifact@v4
+        with:
+          name: snap
+      - uses: snapcore/action-publish@v1
+        env:
+          SNAPCRAFT_STORE_CREDENTIALS: ${{ secrets.SNAPCRAFT_TOKEN }}
+        with:
+          snap: ${{ needs.build.outputs.snap }}
+          release: edge
+
+  upload-stable:
+    runs-on: ubuntu-latest
+    needs: [ build ]
+    if: startsWith(github.ref, 'refs/tags/')
+    steps:
+      - uses: actions/download-artifact@v4
+        with:
+          name: snap
+      - uses: snapcore/action-publish@v1
+        env:
+          SNAPCRAFT_STORE_CREDENTIALS: ${{ secrets.SNAPCRAFT_TOKEN }}
+        with:
+          snap: ${{ needs.build.outputs.snap }}
+          release: stable

.gitignore

@@ -1,5 +1,36 @@
 dist/
 __pycache__/
 build/
+.pytest_cache/
+.coverage*
+!.coveragerc
+.env
+.DS_Store
+htmlcov/
+coverage.xml
+.idea/
+.venv/
 venv/
-*.wav
+.claude/
+
+# whisper_cpp
+whisper_cpp
+*.exe
+*.dll
+*.dylib
+*.so
+buzz/whisper_cpp/*
+
+# Internationalization - compiled binaries
+*.mo
+*.po~
+
+benchmarks.json
+
+.eggs
+*.egg-info
+/coverage/
+/wheelhouse/
+/.flatpak-builder
+/repo
+/nemo_msdd_configs

.gitmodules

@@ -0,0 +1,15 @@
+[submodule "whisper.cpp"]
+	path = whisper.cpp
+	url = https://github.com/ggerganov/whisper.cpp
+[submodule "whisper_diarization"]
+	path = whisper_diarization
+	url = https://github.com/MahmoudAshraf97/whisper-diarization
+[submodule "demucs_repo"]
+	path = demucs_repo
+	url = https://github.com/MahmoudAshraf97/demucs.git
+[submodule "deepmultilingualpunctuation"]
+	path = deepmultilingualpunctuation
+	url = https://github.com/oliverguhr/deepmultilingualpunctuation.git
+[submodule "ctc_forced_aligner"]
+	path = ctc_forced_aligner
+	url = https://github.com/MahmoudAshraf97/ctc-forced-aligner.git

.pre-commit-config.yaml

@@ -0,0 +1,16 @@
+repos:
+  - repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v4.5.0
+    hooks:
+      - id: trailing-whitespace
+      - id: end-of-file-fixer
+      - id: check-yaml
+      - id: check-added-large-files
+
+  - repo: https://github.com/astral-sh/ruff-pre-commit
+    rev: v0.1.3
+    hooks:
+      - id: ruff
+        args: [ --fix, --exit-non-zero-on-fix ]
+
+      - id: ruff-format

.pylintrc

@@ -0,0 +1,4 @@
+[MASTER]
+disable=
+  C0114, # missing-module-docstring
+  C0116, # missing-function-docstring

.python-version

@@ -0,0 +1 @@
+3.12

.run/pytest.run.xml

@@ -0,0 +1,30 @@
+<component name="ProjectRunConfigurationManager">
+  <configuration default="false" name="pytest" type="tests" factoryName="py.test" nameIsGenerated="true">
+    <module name="buzz" />
+    <option name="ENV_FILES" value="" />
+    <option name="INTERPRETER_OPTIONS" value="" />
+    <option name="PARENT_ENVS" value="true" />
+    <option name="SDK_HOME" value="$PROJECT_DIR$/.venv/bin/python" />
+    <option name="SDK_NAME" value="Poetry (buzz) (2)" />
+    <option name="WORKING_DIRECTORY" value="" />
+    <option name="IS_MODULE_SDK" value="false" />
+    <option name="ADD_CONTENT_ROOTS" value="true" />
+    <option name="ADD_SOURCE_ROOTS" value="true" />
+    <EXTENSION ID="net.ashald.envfile">
+      <option name="IS_ENABLED" value="false" />
+      <option name="IS_SUBST" value="false" />
+      <option name="IS_PATH_MACRO_SUPPORTED" value="false" />
+      <option name="IS_IGNORE_MISSING_FILES" value="false" />
+      <option name="IS_ENABLE_EXPERIMENTAL_INTEGRATIONS" value="false" />
+      <ENTRIES>
+        <ENTRY IS_ENABLED="true" PARSER="runconfig" IS_EXECUTABLE="false" />
+      </ENTRIES>
+    </EXTENSION>
+    <option name="_new_keywords" value="&quot;&quot;" />
+    <option name="_new_parameters" value="&quot;&quot;" />
+    <option name="_new_additionalArguments" value="&quot;-s&quot;" />
+    <option name="_new_target" value="&quot;&quot;" />
+    <option name="_new_targetType" value="&quot;CUSTOM&quot;" />
+    <method v="2" />
+  </configuration>
+</component>

.vscode/launch.json

@@ -9,7 +9,7 @@
       "type": "python",
       "request": "launch",
       "module": "main",
-      "justMyCode": true
+      "justMyCode": false
     }
   ]
-}
+}

.vscode/settings.json

@@ -1,6 +1,8 @@
 {
   "files.associations": {
-    "Buzz.spec": "python"
+    ".coveragerc": "ini",
+    "Buzz.spec": "python",
+    "iosfwd": "cpp"
   },
   "files.exclude": {
     "**/.git": true,
@@ -9,5 +11,11 @@
     "**/CVS": true,
     "**/.DS_Store": true,
     "**/Thumbs.db": true
-  }
+  },
+  "python.testing.pytestArgs": ["."],
+  "python.testing.unittestEnabled": false,
+  "python.testing.pytestEnabled": true,
+  "python.linting.pylintEnabled": true,
+  "python.linting.enabled": true,
+  "cmake.sourceDirectory": "${workspaceFolder}/whisper.cpp"
 }

Buzz.spec

@@ -1,29 +1,126 @@
 # -*- mode: python ; coding: utf-8 -*-
+import os
+import os.path
+import platform
+import shutil
+
 from PyInstaller.utils.hooks import collect_data_files, copy_metadata
 
-datas = []
-datas += collect_data_files('torch')
-datas += copy_metadata('tqdm')
-datas += copy_metadata('torch')
-datas += copy_metadata('regex')
-datas += copy_metadata('requests')
-datas += copy_metadata('packaging')
-datas += copy_metadata('filelock')
-datas += copy_metadata('numpy')
-datas += copy_metadata('tokenizers')
-datas += collect_data_files('whisper')
+from buzz.__version__ import VERSION
 
+datas = []
+datas += collect_data_files("torch")
+datas += collect_data_files("demucs")
+datas += copy_metadata("tqdm")
+datas += copy_metadata("torch")
+datas += copy_metadata("regex")
+datas += copy_metadata("requests")
+datas += copy_metadata("packaging")
+datas += copy_metadata("filelock")
+datas += copy_metadata("numpy")
+datas += copy_metadata("tokenizers")
+datas += copy_metadata("huggingface-hub")
+datas += copy_metadata("safetensors")
+datas += copy_metadata("pyyaml")
+datas += copy_metadata("julius")
+datas += copy_metadata("openunmix")
+datas += copy_metadata("lameenc")
+datas += copy_metadata("diffq")
+datas += copy_metadata("einops")
+datas += copy_metadata("hydra-core")
+datas += copy_metadata("hydra-colorlog")
+datas += copy_metadata("museval")
+datas += copy_metadata("submitit")
+datas += copy_metadata("treetable")
+datas += copy_metadata("soundfile")
+datas += copy_metadata("dora-search")
+datas += copy_metadata("lhotse")
+
+# Allow transformers package to load __init__.py file dynamically:
+# https://github.com/chidiwilliams/buzz/issues/272
+datas += collect_data_files("transformers", include_py_files=True)
+
+datas += collect_data_files("faster_whisper", include_py_files=True)
+datas += collect_data_files("stable_whisper", include_py_files=True)
+datas += collect_data_files("whisper")
+datas += collect_data_files("demucs", include_py_files=True)
+datas += collect_data_files("whisper_diarization", include_py_files=True)
+datas += collect_data_files("deepmultilingualpunctuation", include_py_files=True)
+datas += collect_data_files("ctc_forced_aligner", include_py_files=True, excludes=["build"])
+datas += collect_data_files("nemo", include_py_files=True)
+datas += collect_data_files("lightning_fabric", include_py_files=True)
+datas += collect_data_files("pytorch_lightning", include_py_files=True)
+datas += [("buzz/assets/*", "assets")]
+datas += [("buzz/locale", "locale")]
+datas += [("buzz/schema.sql", ".")]
 
 block_cipher = None
 
+DEBUG = os.environ.get("PYINSTALLER_DEBUG", "").lower() in ["1", "true"]
+if DEBUG:
+    options = [("v", None, "OPTION")]
+else:
+    options = []
+
+def find_dependency(name: str) -> str:
+    paths = os.environ["PATH"].split(os.pathsep)
+    candidates = []
+    for path in paths:
+        exe_path = os.path.join(path, name)
+        if os.path.isfile(exe_path):
+            candidates.append(exe_path)
+
+        # Check for chocolatery shims
+        shim_path = os.path.normpath(os.path.join(path, "..", "lib", "ffmpeg", "tools", "ffmpeg", "bin", name))
+        if os.path.isfile(shim_path):
+            candidates.append(shim_path)
+
+    if not candidates:
+        return None
+
+    # Pick the largest file
+    return max(candidates, key=lambda f: os.path.getsize(f))
+
+if platform.system() == "Windows":
+    binaries = [
+        (find_dependency("ffmpeg.exe"), "."),
+        (find_dependency("ffprobe.exe"), "."),
+    ]
+else:
+    binaries = [
+        (shutil.which("ffmpeg"), "."),
+        (shutil.which("ffprobe"), "."),
+    ]
+
+binaries.append(("buzz/whisper_cpp/*", "buzz/whisper_cpp"))
+
+if platform.system() == "Windows":
+    datas += [("dll_backup", "dll_backup")]
+    datas += collect_data_files("msvc-runtime")
+
+    binaries.append(("dll_backup/SDL2.dll", "dll_backup"))
 
 a = Analysis(
-    ['main.py'],
+    ["main.py"],
     pathex=[],
-    binaries=[],
+    binaries=binaries,
     datas=datas,
-    hiddenimports=['apiclient', 'sounddevice', 'pytorch', '“sklearn.utils._cython_blas”', '“sklearn.neighbors.typedefs”',
-                   '“sklearn.neighbors.quad_tree”', '“sklearn.tree”', '“sklearn.tree._utils”'],
+    hiddenimports=[
+        "dora", "dora.log",
+        "julius", "julius.core", "julius.resample",
+        "openunmix", "openunmix.filtering",
+        "lameenc",
+        "diffq",
+        "einops",
+        "hydra", "hydra.core", "hydra.core.global_hydra",
+        "hydra_colorlog",
+        "museval",
+        "submitit",
+        "treetable",
+        "soundfile",
+        "_soundfile_data",
+        "lhotse",
+    ],
     hookspath=[],
     hooksconfig={},
     runtime_hooks=[],
@@ -38,19 +135,20 @@ pyz = PYZ(a.pure, a.zipped_data, cipher=block_cipher)
 exe = EXE(
     pyz,
     a.scripts,
-    [],
+    options,
+    icon="./assets/buzz.ico",
     exclude_binaries=True,
-    name='Buzz',
-    debug=False,
+    name="Buzz",
+    debug=DEBUG,
     bootloader_ignore_signals=False,
     strip=False,
     upx=True,
-    console=False,
+    console=DEBUG,
     disable_windowed_traceback=False,
     argv_emulation=False,
     target_arch=None,
-    codesign_identity=None,
-    entitlements_file=None,
+    codesign_identity=os.environ.get("BUZZ_CODESIGN_IDENTITY"),
+    entitlements_file="entitlements.plist" if platform.system() == "Darwin" else None,
 )
 coll = COLLECT(
     exe,
@@ -58,17 +156,19 @@ coll = COLLECT(
     a.zipfiles,
     a.datas,
     strip=False,
-    upx=True,
+    upx=False,
     upx_exclude=[],
-    name='Buzz',
+    name="Buzz",
 )
 app = BUNDLE(
     coll,
-    name='Buzz.app',
-    icon=None,
-    bundle_identifier=None,
-    version='0.0.1',
+    name="Buzz.app",
+    icon="./assets/buzz.icns",
+    bundle_identifier="com.chidiwilliams.buzz",
+    version=VERSION,
     info_plist={
-        'NSMicrophoneUsageDescription': 'Please provide microphone access to continue'
-    }
+        "NSPrincipalClass": "NSApplication",
+        "NSHighResolutionCapable": "True",
+        "NSMicrophoneUsageDescription": "Allow Buzz to record audio from your microphone.",
+    },
 )

CLAUDE.md

@@ -0,0 +1 @@
+- Use uv to run tests and any scripts

CODE_OF_CONDUCT.md

@@ -0,0 +1,134 @@
+# Contributor Covenant Code of Conduct
+
+## Our Pledge
+
+We as members, contributors, and leaders pledge to make participation in our
+community a harassment-free experience for everyone, regardless of age, body
+size, visible or invisible disability, ethnicity, sex characteristics, gender
+identity and expression, level of experience, education, socio-economic status,
+nationality, personal appearance, race, caste, color, religion, or sexual
+identity and orientation.
+
+We pledge to act and interact in ways that contribute to an open, welcoming,
+diverse, inclusive, and healthy community.
+
+## Our Standards
+
+Examples of behavior that contributes to a positive environment for our
+community include:
+
+* Demonstrating empathy and kindness toward other people
+* Being respectful of differing opinions, viewpoints, and experiences
+* Giving and gracefully accepting constructive feedback
+* Accepting responsibility and apologizing to those affected by our mistakes,
+  and learning from the experience
+* Focusing on what is best not just for us as individuals, but for the overall
+  community
+
+Examples of unacceptable behavior include:
+
+* The use of sexualized language or imagery, and sexual attention or advances of
+  any kind
+* Trolling, insulting or derogatory comments, and personal or political attacks
+* Public or private harassment
+* Publishing others' private information, such as a physical or email address,
+  without their explicit permission
+* Other conduct which could reasonably be considered inappropriate in a
+  professional setting
+
+## Enforcement Responsibilities
+
+Community leaders are responsible for clarifying and enforcing our standards of
+acceptable behavior and will take appropriate and fair corrective action in
+response to any behavior that they deem inappropriate, threatening, offensive,
+or harmful.
+
+Community leaders have the right and responsibility to remove, edit, or reject
+comments, commits, code, wiki edits, issues, and other contributions that are
+not aligned to this Code of Conduct, and will communicate reasons for moderation
+decisions when appropriate.
+
+## Scope
+
+This Code of Conduct applies within all community spaces, and also applies when
+an individual is officially representing the community in public spaces.
+Examples of representing our community include using an official email address,
+posting via an official social media account, or acting as an appointed
+representative at an online or offline event.
+
+## Enforcement
+
+Instances of abusive, harassing, or otherwise unacceptable behavior may be
+reported to the community leaders responsible for enforcement at
+williamschidi1@gmail.com.
+
+All complaints will be reviewed and investigated promptly and fairly.
+
+All community leaders are obligated to respect the privacy and security of the
+reporter of any incident.
+
+## Enforcement Guidelines
+
+Community leaders will follow these Community Impact Guidelines in determining
+the consequences for any action they deem in violation of this Code of Conduct:
+
+### 1. Correction
+
+**Community Impact**: Use of inappropriate language or other behavior deemed
+unprofessional or unwelcome in the community.
+
+**Consequence**: A private, written warning from community leaders, providing
+clarity around the nature of the violation and an explanation of why the
+behavior was inappropriate. A public apology may be requested.
+
+### 2. Warning
+
+**Community Impact**: A violation through a single incident or series of
+actions.
+
+**Consequence**: A warning with consequences for continued behavior. No
+interaction with the people involved, including unsolicited interaction with
+those enforcing the Code of Conduct, for a specified period of time. This
+includes avoiding interactions in community spaces as well as external channels
+like social media. Violating these terms may lead to a temporary or permanent
+ban.
+
+### 3. Temporary Ban
+
+**Community Impact**: A serious violation of community standards, including
+sustained inappropriate behavior.
+
+**Consequence**: A temporary ban from any sort of interaction or public
+communication with the community for a specified period of time. No public or
+private interaction with the people involved, including unsolicited interaction
+with those enforcing the Code of Conduct, is allowed during this period.
+Violating these terms may lead to a permanent ban.
+
+### 4. Permanent Ban
+
+**Community Impact**: Demonstrating a pattern of violation of community
+standards, including sustained inappropriate behavior, harassment of an
+individual, or aggression toward or disparagement of classes of individuals.
+
+**Consequence**: A permanent ban from any sort of public interaction within the
+community.
+
+## Attribution
+
+This Code of Conduct is adapted from the [Contributor Covenant][homepage],
+version 2.1, available at
+[https://www.contributor-covenant.org/version/2/1/code_of_conduct.html][v2.1].
+
+Community Impact Guidelines were inspired by
+[Mozilla's code of conduct enforcement ladder][Mozilla CoC].
+
+For answers to common questions about this code of conduct, see the FAQ at
+[https://www.contributor-covenant.org/faq][FAQ]. Translations are available at
+[https://www.contributor-covenant.org/translations][translations].
+
+[homepage]: https://www.contributor-covenant.org
+[v2.1]: https://www.contributor-covenant.org/version/2/1/code_of_conduct.html
+[Mozilla CoC]: https://github.com/mozilla/diversity
+[FAQ]: https://www.contributor-covenant.org/faq
+[translations]: https://www.contributor-covenant.org/translations
+

CONTRIBUTING.md

@@ -0,0 +1,123 @@
+# Buzz Contribution Guide
+
+## Internationalization
+
+To contribute a new language translation to Buzz:
+
+1. Run `make translation_po locale=[locale]`. `[locale]` is a string with the format "language\[_script\]\[_country\]",
+   where:
+
+    - "language" is a lowercase, two-letter ISO 639 language code,
+    - "script" is a titlecase, four-letter, ISO 15924 script code, and
+    - "country" is an uppercase, two-letter, ISO 3166 country code.
+
+   For example: `make translation_po locale=en_US`.
+
+2. Fill in the translations in the `.po` file generated in `locale/[locale]/LC_MESSAGES`.
+3. Run `make translation_mo` to compile the translations, then test your changes.
+4. Create a new pull request with your changes.
+
+## Troubleshooting
+
+If you encounter any issues, please open an issue on the Buzz GitHub repository. Here are a few tips to gather data about the issue, so it is easier for us to fix.
+
+**Provide details**
+
+What version of the Buzz are you using? On what OS? What are steps to reproduce it? What settings were selected, like what model type and size was used.
+
+**Logs**
+
+Log files contain valuable information about what the Buzz was doing before the issue occurred. You can get the logs like this:
+* Linux run the app from the terminal and check the output.
+* Mac get logs from `~/Library/Logs/Buzz`.
+* Windows paste this into the Windows Explorer address bar `%USERPROFILE%\AppData\Local\Buzz\Buzz\Logs` and check the logs file.
+
+**Test on latest version**
+
+To see if your issue has already been fixed, try running the latest version of the Buzz. To get it log in to the GitHub and go to [Actions section](https://github.com/chidiwilliams/buzz/actions/workflows/ci.yml?query=branch%3Amain). Latest development versions attached to Artifacts section of successful builds. 
+
+Linux versions get also pushed to the snap. To install latest development version use `snap install buzz --channel latest/edge`
+
+
+
+## Running Buzz locally
+
+### Linux (Ubuntu)
+
+1. Clone the repository `git clone --recursive https://github.com/chidiwilliams/buzz.git`
+2. Enter repo folder `cd buzz`
+3. Install uv `curl -LsSf https://astral.sh/uv/install.sh | sh` (or see [uv installation docs](https://docs.astral.sh/uv/getting-started/installation/))
+4. Install system dependencies you may be missing
+```
+sudo apt-get install --no-install-recommends libyaml-dev libtbb-dev libxkbcommon-x11-0 libxcb-icccm4 libxcb-image0 libxcb-keysyms1 libxcb-randr0 libxcb-render-util0 libxcb-xinerama0 libxcb-shape0 libxcb-cursor0 libportaudio2 gettext libpulse0 ffmpeg
+```
+On versions prior to Ubuntu 24.04 install `sudo apt-get install --no-install-recommends libegl1-mesa`
+
+5. Install the dependencies `uv sync`
+6. Run Buzz `uv run buzz`
+
+#### Necessary dependencies for Faster Whisper on GPU
+
+   All the dependencies for GPU support should be included in the dependency packages already installed, 
+   but if you get issues running Faster Whisper on GPU, install [CUDA 12](https://developer.nvidia.com/cuda-downloads), [cuBLASS](https://developer.nvidia.com/cublas) and [cuDNN](https://developer.nvidia.com/cudnn).
+
+#### Error for Faster Whisper on GPU `Could not load library libcudnn_ops_infer.so.8`
+
+   You need to add path to the library to the `LD_LIBRARY_PATH` environment variable.
+   Check exact path to your uv virtual environment, it may be different for you.
+
+```
+  export LD_LIBRARY_PATH=/path/to/buzz/.venv/lib/python3.12/site-packages/nvidia/cudnn/lib/:$LD_LIBRARY_PATH
+```
+
+#### For Whisper.cpp you will need to install Vulkan SDK
+
+   Follow the instructions for your distribution https://vulkan.lunarg.com/doc/sdk/latest/linux/getting_started.html
+
+### Mac
+
+1. Clone the repository `git clone --recursive https://github.com/chidiwilliams/buzz.git`
+2. Enter repo folder `cd buzz`
+3. Install uv `curl -LsSf https://astral.sh/uv/install.sh | sh` (or `brew install uv`)
+4. Install system dependencies you may be missing `brew install ffmpeg`
+5. Install the dependencies `uv sync`
+6. Run Buzz `uv run buzz`
+
+
+
+### Windows
+
+Assumes you have [Git](https://git-scm.com/downloads) and [python](https://www.python.org/downloads) installed and added to PATH.
+
+1. Install the chocolatey package manager for Windows. [More info](https://docs.chocolatey.org/en-us/choco/setup)
+```
+Set-ExecutionPolicy Bypass -Scope Process -Force; [System.Net.ServicePointManager]::SecurityProtocol = [System.Net.ServicePointManager]::SecurityProtocol -bor 3072; iex ((New-Object System.Net.WebClient).DownloadString('https://community.chocolatey.org/install.ps1'))
+```
+2. Install the build tools. `choco install make cmake`
+3. Install the ffmpeg. `choco install ffmpeg`
+4. Download [Build Tools for Visual Studio 2022](https://visualstudio.microsoft.com/vs/older-downloads/) and install "Desktop development with C++" workload.
+5. Add location of `namke` to your PATH environment variable. Usually it is `C:\Program Files (x86)\Microsoft Visual Studio\2022\BuildTools\VC\Tools\MSVC\14.44.35207\bin\Hostx64\x86`
+6. Install Vulkan SDK from https://vulkan.lunarg.com/sdk/home
+7. Clone the repository `git clone --recursive https://github.com/chidiwilliams/buzz.git`
+8. Enter repo folder `cd buzz`
+9. Install uv `powershell -ExecutionPolicy ByPass -c "irm https://astral.sh/uv/install.ps1 | iex"`
+10. Install the dependencies `uv sync`
+11. Build Whisper.cpp `uv run make buzz/whisper_cpp`
+12. `cp -r .\dll_backup\ .\buzz\`
+13. Run Buzz `uv run buzz`
+
+Note: It should be safe to ignore any "syntax errors" you see during the build. Buzz will work. Also you can ignore any errors for FFmpeg. Buzz tries to load FFmpeg by several different means and some of them throw errors, but FFmpeg should eventually be found and work. 
+
+#### GPU Support
+
+GPU support on Windows with Nvidia GPUs is included out of the box in the `.exe` installer.
+
+To add GPU support for source or `pip` installed version switch torch library to GPU version. For more info see https://pytorch.org/get-started/locally/ .
+```
+uv add --index https://download.pytorch.org/whl/cu128 torch==2.7.1+cu128 torchaudio==2.7.1+cu128
+uv add --index https://pypi.ngc.nvidia.com nvidia-cublas-cu12==12.8.3.14 nvidia-cuda-cupti-cu12==12.8.57 nvidia-cuda-nvrtc-cu12==12.8.61 nvidia-cuda-runtime-cu12==12.8.57 nvidia-cudnn-cu12==9.7.1.26 nvidia-cufft-cu12==11.3.3.41 nvidia-curand-cu12==10.3.9.55 nvidia-cusolver-cu12==11.7.2.55 nvidia-cusparse-cu12==12.5.4.2 nvidia-cusparselt-cu12==0.6.3 nvidia-nvjitlink-cu12==12.8.61 nvidia-nvtx-cu12==12.8.55
+```
+
+To use Faster Whisper on GPU, install the following libraries:
+* [cuBLAS](https://developer.nvidia.com/cublas)
+* [cuDNN](https://developer.nvidia.com/cudnn)

Makefile

@@ -1,2 +1,242 @@
-buzz:
+# Change also in pyproject.toml and buzz/__version__.py
+version := 1.4.4
+
+mac_app_path := ./dist/Buzz.app
+mac_zip_path := ./dist/Buzz-${version}-mac.zip
+mac_dmg_path := ./dist/Buzz-${version}-mac.dmg
+
+bundle_windows: dist/Buzz
+	iscc installer.iss
+
+bundle_mac: dist/Buzz.app codesign_all_mac zip_mac notarize_zip staple_app_mac dmg_mac
+
+bundle_mac_unsigned: dist/Buzz.app zip_mac dmg_mac_unsigned
+
+clean:
+ifeq ($(OS), Windows_NT)
+	-rmdir /s /q buzz\whisper_cpp
+	-rmdir /s /q whisper.cpp\build
+	-rmdir /s /q dist
+	-Remove-Item -Recurse -Force buzz\whisper_cpp
+	-Remove-Item -Recurse -Force whisper.cpp\build
+	-Remove-Item -Recurse -Force dist\*
+	-rm -rf buzz/whisper_cpp
+	-rm -rf whisper.cpp/build
+	-rm -rf dist/*
+	-rm -rf buzz/__pycache__ buzz/**/__pycache__ buzz/**/**/__pycache__ buzz/**/**/**/__pycache__
+	-for /d /r buzz %%d in (__pycache__) do @if exist "%%d" rmdir /s /q "%%d"
+else
+	rm -rf buzz/whisper_cpp || true
+	rm -rf whisper.cpp/build || true
+	rm -rf dist/* || true
+	find buzz -type d -name "__pycache__" -exec rm -rf {} + 2>/dev/null || true
+endif
+
+COVERAGE_THRESHOLD := 70
+
+test: buzz/whisper_cpp
+# A check to get updates of yt-dlp. Should run only on local as part of regular development operations
+# Sort of a local "update checker"
+ifndef CI
+	uv lock --upgrade-package yt-dlp
+endif
+	pytest -s -vv --cov=buzz --cov-report=xml --cov-report=html --benchmark-skip --cov-fail-under=${COVERAGE_THRESHOLD} --cov-config=.coveragerc
+
+benchmarks: buzz/whisper_cpp
+	pytest -s -vv --benchmark-only --benchmark-json benchmarks.json
+
+dist/Buzz dist/Buzz.app: buzz/whisper_cpp
 	pyinstaller --noconfirm Buzz.spec
+
+version:
+	echo "VERSION = \"${version}\"" > buzz/__version__.py
+
+buzz/whisper_cpp: translation_mo
+ifeq ($(OS), Windows_NT)
+	# Build Whisper with Vulkan support.
+	# The _DISABLE_CONSTEXPR_MUTEX_CONSTRUCTOR is needed to prevent mutex lock issues on Windows
+	# https://github.com/actions/runner-images/issues/10004#issuecomment-2156109231
+	# -DCMAKE_[C|CXX]_COMPILER_WORKS=TRUE is used to prevent issue in building test program that fails on CI
+	# GGML_NATIVE=OFF ensures we don't use -march=native (which would target the build machine's CPU)
+	cmake -S whisper.cpp -B whisper.cpp/build/ -DCMAKE_BUILD_TYPE=Release -DBUILD_SHARED_LIBS=OFF -DCMAKE_INSTALL_RPATH='$$ORIGIN' -DCMAKE_BUILD_WITH_INSTALL_RPATH=ON -DCMAKE_C_FLAGS="-D_DISABLE_CONSTEXPR_MUTEX_CONSTRUCTOR"  -DCMAKE_CXX_FLAGS="-D_DISABLE_CONSTEXPR_MUTEX_CONSTRUCTOR" -DCMAKE_C_COMPILER_WORKS=TRUE -DCMAKE_CXX_COMPILER_WORKS=TRUE -DGGML_VULKAN=1 -DGGML_NATIVE=OFF
+	cmake --build whisper.cpp/build -j --config Release --verbose
+
+	-mkdir buzz/whisper_cpp
+	cp whisper.cpp/build/bin/Release/whisper-cli.exe buzz/whisper_cpp/
+	cp whisper.cpp/build/bin/Release/whisper-server.exe buzz/whisper_cpp/
+	cp dll_backup/SDL2.dll buzz/whisper_cpp
+	PowerShell -NoProfile -ExecutionPolicy Bypass -Command "if (-not (Test-Path 'buzz\whisper_cpp\ggml-silero-v6.2.0.bin')) { Start-BitsTransfer -Source https://huggingface.co/ggml-org/whisper-vad/resolve/main/ggml-silero-v6.2.0.bin -Destination 'buzz\whisper_cpp\ggml-silero-v6.2.0.bin' }"
+endif
+
+ifeq ($(shell uname -s), Linux)
+	# Build Whisper with Vulkan support
+	# GGML_NATIVE=OFF ensures we don't use -march=native (which would target the build machine's CPU)
+	# This enables portable SSE4.2/AVX/AVX2 optimizations that work on most x86_64 CPUs
+	rm -rf whisper.cpp/build || true
+	-mkdir -p buzz/whisper_cpp
+	cmake -S whisper.cpp -B whisper.cpp/build/ -DCMAKE_BUILD_TYPE=Release -DBUILD_SHARED_LIBS=ON -DCMAKE_INSTALL_RPATH='$$ORIGIN' -DCMAKE_BUILD_WITH_INSTALL_RPATH=ON -DGGML_VULKAN=1 -DGGML_NATIVE=OFF
+	cmake --build whisper.cpp/build -j --config Release --verbose
+	cp whisper.cpp/build/bin/whisper-cli buzz/whisper_cpp/ || true
+	cp whisper.cpp/build/bin/whisper-server buzz/whisper_cpp/ || true
+	cp -P whisper.cpp/build/src/libwhisper.so* buzz/whisper_cpp/ || true
+	cp -P whisper.cpp/build/ggml/src/libggml.so* buzz/whisper_cpp/ || true
+	cp -P whisper.cpp/build/ggml/src/libggml-base.so* buzz/whisper_cpp/ || true
+	cp -P whisper.cpp/build/ggml/src/libggml-cpu.so* buzz/whisper_cpp/ || true
+	cp -P whisper.cpp/build/ggml/src/ggml-vulkan/libggml-vulkan.so* buzz/whisper_cpp/ || true
+	test -f buzz/whisper_cpp/ggml-silero-v6.2.0.bin || curl -L -o buzz/whisper_cpp/ggml-silero-v6.2.0.bin https://huggingface.co/ggml-org/whisper-vad/resolve/main/ggml-silero-v6.2.0.bin
+endif
+
+# Build on Macs
+ifeq ($(shell uname -s), Darwin)
+	-rm -rf whisper.cpp/build || true
+	-mkdir -p buzz/whisper_cpp
+
+ifeq ($(shell uname -m), arm64)
+	cmake -S whisper.cpp -B whisper.cpp/build/ -DCMAKE_BUILD_TYPE=Release -DBUILD_SHARED_LIBS=ON -DWHISPER_COREML=1
+else
+    # Intel
+	cmake -S whisper.cpp -B whisper.cpp/build/ -DCMAKE_BUILD_TYPE=Release -DBUILD_SHARED_LIBS=ON -DGGML_VULKAN=0 -DGGML_METAL=0
+endif
+
+	cmake --build whisper.cpp/build -j --config Release --verbose
+	cp whisper.cpp/build/bin/whisper-cli buzz/whisper_cpp/ || true
+	cp whisper.cpp/build/bin/whisper-server buzz/whisper_cpp/ || true
+	cp whisper.cpp/build/src/libwhisper.dylib buzz/whisper_cpp/ || true
+	cp whisper.cpp/build/ggml/src/libggml* buzz/whisper_cpp/ || true
+	test -f buzz/whisper_cpp/ggml-silero-v6.2.0.bin || curl -L -o buzz/whisper_cpp/ggml-silero-v6.2.0.bin https://huggingface.co/ggml-org/whisper-vad/resolve/main/ggml-silero-v6.2.0.bin
+endif
+
+# Prints all the Mac developer identities used for code signing
+print_identities_mac:
+	security find-identity -p basic -v
+
+dmg_mac:
+	ditto -x -k "${mac_zip_path}" dist/dmg
+	create-dmg \
+		--volname "Buzz" \
+		--volicon "./assets/buzz.icns" \
+		--window-pos 200 120 \
+		--window-size 600 300 \
+		--icon-size 100 \
+		--icon "Buzz.app" 175 120 \
+		--hide-extension "Buzz.app" \
+		--app-drop-link 425 120 \
+		--codesign "$$BUZZ_CODESIGN_IDENTITY" \
+		--notarize "$$BUZZ_KEYCHAIN_NOTARY_PROFILE" \
+		--filesystem APFS \
+		"${mac_dmg_path}" \
+		"dist/dmg/"
+
+dmg_mac_unsigned:
+	ditto -x -k "${mac_zip_path}" dist/dmg
+	create-dmg \
+		--volname "Buzz" \
+		--volicon "./assets/buzz.icns" \
+		--window-pos 200 120 \
+		--window-size 600 300 \
+		--icon-size 100 \
+		--icon "Buzz.app" 175 120 \
+		--hide-extension "Buzz.app" \
+		--app-drop-link 425 120 \
+		"${mac_dmg_path}" \
+		"dist/dmg/"
+
+staple_app_mac:
+	xcrun stapler staple ${mac_app_path}
+
+notarize_zip:
+	xcrun notarytool submit ${mac_zip_path} --keychain-profile "$$BUZZ_KEYCHAIN_NOTARY_PROFILE" --wait
+
+zip_mac:
+	ditto -c -k --keepParent "${mac_app_path}" "${mac_zip_path}"
+
+codesign_all_mac: dist/Buzz.app
+	for i in $$(find dist/Buzz.app/Contents/Resources/torch/bin -name "*" -type f); \
+	do \
+		codesign --force --options=runtime --sign "$$BUZZ_CODESIGN_IDENTITY" --timestamp "$$i"; \
+	done
+	for i in $$(find dist/Buzz.app/Contents/Resources -name "*.dylib" -o -name "*.so" -type f); \
+	do \
+		codesign --force --options=runtime --sign "$$BUZZ_CODESIGN_IDENTITY" --timestamp "$$i"; \
+	done
+	for i in $$(find dist/Buzz.app/Contents/MacOS -name "*.dylib" -o -name "*.so" -o -name "Qt*" -o -name "Python" -type f); \
+	do \
+		codesign --force --options=runtime --sign "$$BUZZ_CODESIGN_IDENTITY" --timestamp "$$i"; \
+	done
+	codesign --force --options=runtime --sign "$$BUZZ_CODESIGN_IDENTITY" --timestamp dist/Buzz.app/Contents/MacOS/Buzz
+	codesign --force --options=runtime --sign "$$BUZZ_CODESIGN_IDENTITY" --entitlements ./entitlements.plist --timestamp dist/Buzz.app
+	codesign --verify --deep --strict --verbose=2 dist/Buzz.app
+
+# HELPERS
+
+# Get the build logs for a notary upload
+notarize_log:
+	xcrun notarytool log ${id} --keychain-profile "$$BUZZ_KEYCHAIN_NOTARY_PROFILE"
+
+# Make GGML model from whisper. Example: make ggml model_path=/Users/chidiwilliams/.cache/whisper/medium.pt
+ggml:
+	python3 ./whisper.cpp/models/convert-pt-to-ggml.py ${model_path} .venv/lib/python3.12/site-packages/whisper dist
+
+upload_brew:
+	brew bump-cask-pr --version ${version} --verbose buzz
+
+UPGRADE_VERSION_BRANCH := upgrade-to-${version}
+gh_upgrade_pr:
+	git checkout main && git pull
+	git checkout -B ${UPGRADE_VERSION_BRANCH}
+
+	make version version=${version}
+
+	git commit -am "Upgrade to ${version}"
+	git push --set-upstream origin ${UPGRADE_VERSION_BRANCH}
+
+	gh pr create --fill
+	gh pr merge ${UPGRADE_VERSION_BRANCH} --auto --squash
+
+# Internationalization
+
+translation_po_all:
+	$(MAKE) translation_po locale=ca_ES
+	$(MAKE) translation_po locale=da_DK
+	$(MAKE) translation_po locale=de_DE
+	$(MAKE) translation_po locale=en_US
+	$(MAKE) translation_po locale=es_ES
+	$(MAKE) translation_po locale=it_IT
+	$(MAKE) translation_po locale=ja_JP
+	$(MAKE) translation_po locale=lv_LV
+	$(MAKE) translation_po locale=nl
+	$(MAKE) translation_po locale=pl_PL
+	$(MAKE) translation_po locale=pt_BR
+	$(MAKE) translation_po locale=uk_UA
+	$(MAKE) translation_po locale=zh_CN
+	$(MAKE) translation_po locale=zh_TW
+
+TMP_POT_FILE_PATH := $(shell mktemp)
+PO_FILE_PATH := buzz/locale/${locale}/LC_MESSAGES/buzz.po
+translation_po:
+	mkdir -p buzz/locale/${locale}/LC_MESSAGES
+	xgettext --from-code=UTF-8 --add-location=file -o "${TMP_POT_FILE_PATH}" -l python $(shell find buzz -name '*.py')
+	sed -i.bak 's/CHARSET/UTF-8/' ${TMP_POT_FILE_PATH}
+	if [ ! -f ${PO_FILE_PATH} ]; then \
+		msginit --no-translator --input=${TMP_POT_FILE_PATH} --output-file=${PO_FILE_PATH}; \
+	fi
+	rm ${TMP_POT_FILE_PATH}.bak
+	msgmerge -U ${PO_FILE_PATH} ${TMP_POT_FILE_PATH}
+
+# On windows we can have two ways to compile locales, one for CI the other for local builds
+# Will try both and ignore errors if they fail
+translation_mo:
+ifeq ($(OS), Windows_NT)
+	-forfiles /p buzz\locale /c "cmd /c python ..\..\msgfmt.py -o @path\LC_MESSAGES\buzz.mo @path\LC_MESSAGES\buzz.po"
+	-for dir in buzz/locale/*/ ; do \
+		python msgfmt.py -o $$dir/LC_MESSAGES/buzz.mo $$dir/LC_MESSAGES/buzz.po; \
+	done
+else
+	for dir in buzz/locale/*/ ; do \
+		python3 msgfmt.py -o $$dir/LC_MESSAGES/buzz.mo $$dir/LC_MESSAGES/buzz.po; \
+	done
+endif
+
+lint:
+	ruff check . --fix
+	ruff format .

README.ja_JP.md

@@ -0,0 +1,98 @@
+# Buzz
+
+[ドキュメント](https://chidiwilliams.github.io/buzz/)
+
+パソコン上でオフラインで音声の文字起こしと翻訳を行います。OpenAIの[Whisper](https://github.com/openai/whisper)を使用しています。
+
+![MIT License](https://img.shields.io/badge/license-MIT-green)
+[![CI](https://github.com/chidiwilliams/buzz/actions/workflows/ci.yml/badge.svg)](https://github.com/chidiwilliams/buzz/actions/workflows/ci.yml)
+[![codecov](https://codecov.io/github/chidiwilliams/buzz/branch/main/graph/badge.svg?token=YJSB8S2VEP)](https://codecov.io/github/chidiwilliams/buzz)
+![GitHub release (latest by date)](https://img.shields.io/github/v/release/chidiwilliams/buzz)
+[![Github all releases](https://img.shields.io/github/downloads/chidiwilliams/buzz/total.svg)](https://GitHub.com/chidiwilliams/buzz/releases/)
+
+![Buzz](./buzz/assets/buzz-banner.jpg)
+
+## 機能
+- 音声・動画ファイルまたはYouTubeリンクの文字起こし
+- マイクからのリアルタイム音声文字起こし
+  - イベントやプレゼンテーション中に便利なプレゼンテーションウィンドウ
+- ノイズの多い音声でより高い精度を得るための、文字起こし前の話者分離
+- 文字起こしメディアでの話者識別
+- 複数のWhisperバックエンドをサポート
+  - Nvidia GPU向けCUDAアクセラレーション対応
+  - Mac向けApple Silicon対応
+  - Whisper.cppでのVulkanアクセラレーション対応（統合GPUを含むほとんどのGPUで利用可能）
+- TXT、SRT、VTT形式での文字起こしエクスポート
+- 検索、再生コントロール、速度調整機能を備えた高度な文字起こしビューア
+- 効率的なナビゲーションのためのキーボードショートカット
+- 新しいファイルの自動文字起こしのための監視フォルダ
+- スクリプトや自動化のためのコマンドラインインターフェース
+
+## インストール
+
+### macOS
+
+[SourceForge](https://sourceforge.net/projects/buzz-captions/files/)から`.dmg`ファイルをダウンロードしてください。
+
+### Windows
+
+[SourceForge](https://sourceforge.net/projects/buzz-captions/files/)からインストールファイルを入手してください。
+
+アプリは署名されていないため、インストール時に警告が表示されます。`詳細情報` -> `実行`を選択してください。
+
+### Linux
+
+Buzzは[Flatpak](https://flathub.org/apps/io.github.chidiwilliams.Buzz)または[Snap](https://snapcraft.io/buzz)として利用可能です。
+
+Flatpakをインストールするには、以下を実行してください：
+```shell
+flatpak install flathub io.github.chidiwilliams.Buzz
+```
+
+[![Download on Flathub](https://flathub.org/api/badge?svg&locale=en)](https://flathub.org/en/apps/io.github.chidiwilliams.Buzz)
+
+Snapをインストールするには、以下を実行してください：
+```shell
+sudo apt-get install libportaudio2 libcanberra-gtk-module libcanberra-gtk3-module
+sudo snap install buzz
+```
+
+[![Get it from the Snap Store](https://snapcraft.io/static/images/badges/en/snap-store-black.svg)](https://snapcraft.io/buzz)
+
+### PyPI
+
+[ffmpeg](https://www.ffmpeg.org/download.html)をインストールしてください。
+
+Python 3.12環境を使用していることを確認してください。
+
+Buzzをインストール
+
+```shell
+pip install buzz-captions
+python -m buzz
+```
+
+**PyPIでのGPUサポート**
+
+PyPIでインストールしたバージョンでWindows上のNvidia GPUのGPUサポートを有効にするには、[torch](https://pytorch.org/get-started/locally/)のCUDAサポートを確認してください。
+
+```
+pip3 install -U torch==2.8.0+cu129 torchaudio==2.8.0+cu129 --index-url https://download.pytorch.org/whl/cu129
+pip3 install nvidia-cublas-cu12==12.9.1.4 nvidia-cuda-cupti-cu12==12.9.79 nvidia-cuda-runtime-cu12==12.9.79 --extra-index-url https://pypi.ngc.nvidia.com
+```
+
+### 最新開発版
+
+最新の機能やバグ修正を含む最新開発版の入手方法については、[FAQ](https://chidiwilliams.github.io/buzz/docs/faq#9-where-can-i-get-latest-development-version)をご覧ください。
+
+### スクリーンショット
+
+<div style="display: flex; flex-wrap: wrap;">
+    <img alt="ファイルインポート" src="share/screenshots/buzz-1-import.png" style="max-width: 18%; margin-right: 1%;" />
+    <img alt="メイン画面" src="share/screenshots/buzz-2-main_screen.png" style="max-width: 18%; margin-right: 1%; height:auto;" />
+    <img alt="設定" src="share/screenshots/buzz-3-preferences.png" style="max-width: 18%; margin-right: 1%; height:auto;" />
+    <img alt="モデル設定" src="share/screenshots/buzz-3.2-model-preferences.png" style="max-width: 18%; margin-right: 1%; height:auto;" />
+    <img alt="文字起こし" src="share/screenshots/buzz-4-transcript.png" style="max-width: 18%; margin-right: 1%; height:auto;" />
+    <img alt="ライブ録音" src="share/screenshots/buzz-5-live_recording.png" style="max-width: 18%; margin-right: 1%; height:auto;" />
+    <img alt="リサイズ" src="share/screenshots/buzz-6-resize.png" style="max-width: 18%;" />
+</div>

README.md

@@ -1,76 +1,106 @@
+[[简体中文](readme/README.zh_CN.md)] <- 点击查看中文页面。
+
 # Buzz
 
-![Buzz](buzz.png)
+[Documentation](https://chidiwilliams.github.io/buzz/)
+
+Transcribe and translate audio offline on your personal computer. Powered by
+OpenAI's [Whisper](https://github.com/openai/whisper).
 
 ![MIT License](https://img.shields.io/badge/license-MIT-green)
 [![CI](https://github.com/chidiwilliams/buzz/actions/workflows/ci.yml/badge.svg)](https://github.com/chidiwilliams/buzz/actions/workflows/ci.yml)
+[![codecov](https://codecov.io/github/chidiwilliams/buzz/branch/main/graph/badge.svg?token=YJSB8S2VEP)](https://codecov.io/github/chidiwilliams/buzz)
+![GitHub release (latest by date)](https://img.shields.io/github/v/release/chidiwilliams/buzz)
+[![Github all releases](https://img.shields.io/github/downloads/chidiwilliams/buzz/total.svg)](https://GitHub.com/chidiwilliams/buzz/releases/)
 
-Buzz transcribes audio from your computer's microphones to text using OpenAI's [Whisper](https://github.com/openai/whisper).
+![Buzz](https://raw.githubusercontent.com/chidiwilliams/buzz/refs/heads/main/buzz/assets/buzz-banner.jpg)
 
-## Requirements
+## Features
+- Transcribe audio and video files or Youtube links
+- Live realtime audio transcription from microphone
+  - Presentation window for easy accessibility during events and presentations
+- Speech separation before transcription for better accuracy on noisy audio
+- Speaker identification in transcribed media
+- Multiple whisper backend support
+  - CUDA acceleration support for Nvidia GPUs
+  - Apple Silicon support for Macs
+  - Vulkan acceleration support for Whisper.cpp on most GPUs, including integrated GPUs
+- Export transcripts to TXT, SRT, and VTT
+- Advanced Transcription Viewer with search, playback controls, and speed adjustment
+- Keyboard shortcuts for efficient navigation
+- Watch folder for automatic transcription of new files
+- Command-Line Interface for scripting and automation
 
-To set up Buzz, first install ffmpeg ([needed to run Whisper](https://github.com/openai/whisper#setup)).
+## Installation
 
-```text
-# on Ubuntu or Debian
-sudo apt update && sudo apt install ffmpeg
+### macOS
 
-# on MacOS using Homebrew (https://brew.sh/)
-brew install ffmpeg
+Download the `.dmg` from the [SourceForge](https://sourceforge.net/projects/buzz-captions/files/).
 
-# on Windows using Chocolatey (https://chocolatey.org/)
-choco install ffmpeg
+### Windows
 
-# on Windows using Scoop (https://scoop.sh/)
-scoop install ffmpeg
+Get the installation files from the [SourceForge](https://sourceforge.net/projects/buzz-captions/files/).
+
+App is not signed, you will get a warning when you install it. Select `More info` -> `Run anyway`.
+
+### Linux
+
+Buzz is available as a [Flatpak](https://flathub.org/apps/io.github.chidiwilliams.Buzz) or a [Snap](https://snapcraft.io/buzz). 
+
+To install flatpak, run:
+```shell
+flatpak install flathub io.github.chidiwilliams.Buzz
 ```
 
-## How to use
+[![Download on Flathub](https://flathub.org/api/badge?svg&locale=en)](https://flathub.org/en/apps/io.github.chidiwilliams.Buzz)
 
-To record from a system microphone, select a model, language, microphone, and task, then click Record.
+To install snap, run:
+```shell
+sudo apt-get install libportaudio2 libcanberra-gtk-module libcanberra-gtk3-module
+sudo snap install buzz
+```
 
-See the [Whisper docs](https://github.com/openai/whisper) for more information about the model types, languages, and tasks.
+[![Get it from the Snap Store](https://snapcraft.io/static/images/badges/en/snap-store-black.svg)](https://snapcraft.io/buzz)
 
-### Record audio playing from computer
+### PyPI
 
-To record audio playing out from your computer, you'll need to install an audio loopback driver (a program that lets you create virtual audio devices). The rest of this guide will use [BlackHole](https://github.com/ExistentialAudio/BlackHole) on Mac, but you can use other alternatives for your operating system (see [LoopBeAudio](https://nerds.de/en/loopbeaudio.html), [LoopBack](https://rogueamoeba.com/loopback/), and [Virtual Audio Cable](https://vac.muzychenko.net/en/)).
+Install [ffmpeg](https://www.ffmpeg.org/download.html)
 
-1. Install [BlackHole via Homebrew](https://github.com/ExistentialAudio/BlackHole#option-2-install-via-homebrew)
+Ensure you use Python 3.12 environment.
+
+Install Buzz
 
 ```shell
-brew install blackhole-2ch
+pip install buzz-captions
+python -m buzz
 ```
 
-2. Open Audio MIDI Setup from Spotlight or from `/Applications/Utilities/Audio Midi Setup.app`.
+**GPU support for PyPI**
 
-![](https://existential.audio/howto/img/spotlight.png)
+To have GPU support for Nvidia GPUS on Windows, for PyPI installed version ensure, CUDA support for [torch](https://pytorch.org/get-started/locally/) 
 
-3. Click the '+' icon at the lower left corner and select 'Create Multi-Output Device'.
-
-![](https://existential.audio/howto/img/createmulti-output.png)
-
-4. Add your default speaker and BlackHole to the multi-output device.
-
-![Screenshot of multi-output device](https://existential.audio/howto/img/multi-output.png)
-
-5. Select this multi-output device as your speaker (application or system-wide) to play audio into BlackHole.
-
-6. Open Buzz, select BlackHole as your microphone, and record as before to see transcriptions from the audio playing through BlackHole.
-
-## Build
-
-To build Buzz, install the dependencies:
-
-```shell
-# using pip
-pip install .
-
-# using poetry
-poetry install
+```
+pip3 install -U torch==2.8.0+cu129 torchaudio==2.8.0+cu129 --index-url https://download.pytorch.org/whl/cu129
+pip3 install nvidia-cublas-cu12==12.9.1.4 nvidia-cuda-cupti-cu12==12.9.79 nvidia-cuda-runtime-cu12==12.9.79 --extra-index-url https://pypi.ngc.nvidia.com
 ```
 
-Then run:
+### Latest development version
+
+For info on how to get latest development version with latest features and bug fixes see [FAQ](https://chidiwilliams.github.io/buzz/docs/faq#9-where-can-i-get-latest-development-version).
+
+### Support Buzz
+
+You can help the Buzz by starring 🌟 the repo and sharing it with your friends.
+
+### Screenshots
+
+<div style="display: flex; flex-wrap: wrap;">
+    <img alt="File import" src="https://github.com/chidiwilliams/buzz/raw/main/share/screenshots/buzz-1-import.png" style="max-width: 18%; margin-right: 1%;" />
+    <img alt="Main screen" src="https://github.com/chidiwilliams/buzz/raw/main/share/screenshots/buzz-2-main_screen.png" style="max-width: 18%; margin-right: 1%; height:auto;" />
+    <img alt="Preferences" src="https://github.com/chidiwilliams/buzz/raw/main/share/screenshots/buzz-3-preferences.png" style="max-width: 18%; margin-right: 1%; height:auto;" />
+    <img alt="Model preferences" src="https://github.com/chidiwilliams/buzz/raw/main/share/screenshots/buzz-3.2-model-preferences.png" style="max-width: 18%; margin-right: 1%; height:auto;" />
+    <img alt="Transcript" src="https://github.com/chidiwilliams/buzz/raw/main/share/screenshots/buzz-4-transcript.png" style="max-width: 18%; margin-right: 1%; height:auto;" />
+    <img alt="Live recording" src="https://github.com/chidiwilliams/buzz/raw/main/share/screenshots/buzz-5-live_recording.png" style="max-width: 18%; margin-right: 1%; height:auto;" />
+    <img alt="Resize" src="https://github.com/chidiwilliams/buzz/raw/main/share/screenshots/buzz-6-resize.png" style="max-width: 18%;" />
+</div>
 
-```shell
-make buzz
-```

buzz.desktop

@@ -0,0 +1,17 @@
+[Desktop Entry]
+
+Type=Application
+
+Encoding=UTF-8
+
+Name=Buzz
+
+Comment=Buzz transcribes and translates audio offline on your personal computer.
+
+Path=/opt/buzz
+
+Exec=/opt/buzz/Buzz
+
+Icon=buzz
+
+Terminal=false

buzz/__main__.py

@@ -0,0 +1,4 @@
+import buzz.buzz
+
+if __name__ == "__main__":
+    buzz.buzz.main()

buzz/__version__.py

@@ -0,0 +1 @@
+VERSION = "1.4.4"

buzz/action.py

@@ -0,0 +1,23 @@
+import typing
+
+from PyQt6.QtGui import QAction, QKeySequence
+
+
+class Action(QAction):
+    def setShortcut(
+        self,
+        shortcut: typing.Union["QKeySequence", "QKeySequence.StandardKey", str, int],
+    ) -> None:
+        super().setShortcut(shortcut)
+        self.setToolTip(Action.get_tooltip(self))
+
+    @classmethod
+    def get_tooltip(cls, action: QAction):
+        tooltip = action.toolTip()
+        shortcut = action.shortcut()
+
+        if shortcut.isEmpty():
+            return tooltip
+
+        shortcut_text = shortcut.toString(QKeySequence.SequenceFormat.NativeText)
+        return f"<p style='white-space:pre'>{tooltip}&nbsp;&nbsp;<code style='font-size:small'>{shortcut_text}</code></p>"

buzz/assets.py

@@ -0,0 +1,12 @@
+import os
+import sys
+
+APP_BASE_DIR = (
+    getattr(sys, "_MEIPASS", os.path.dirname(os.path.abspath(__file__)))
+    if getattr(sys, "frozen", False)
+    else os.path.dirname(__file__)
+)
+
+
+def get_path(path: str):
+    return os.path.join(APP_BASE_DIR, path)

buzz/assets/add_FILL0_wght700_GRAD0_opsz48.svg

@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" height="48" width="48"><path d="M21.65 38.85v-12.5H9.15v-4.7h12.5V9.15h4.7v12.5h12.5v4.7h-12.5v12.5Z"/></svg>

buzz/assets/buzz.svg

@@ -0,0 +1,23 @@
+<svg width="1024" height="1024" viewBox="0 0 1024 1024" fill="none" xmlns="http://www.w3.org/2000/svg">
+    <g clip-path="url(#clip0_945_8)">
+        <rect width="1024" height="1024" fill="#CD0000"/>
+        <rect width="1024" height="1024" fill="url(#paint0_linear_945_8)"/>
+        <path d="M871 512C871 710.27 710.27 871 512 871C313.73 871 153 710.27 153 512C153 313.73 313.73 153 512 153C710.27 153 871 313.73 871 512Z"
+              stroke="white" stroke-width="72"/>
+        <circle cx="512.5" cy="512.5" r="237.5" fill="url(#paint1_radial_945_8)"/>
+    </g>
+    <defs>
+        <linearGradient id="paint0_linear_945_8" x1="512" y1="0" x2="512" y2="1024" gradientUnits="userSpaceOnUse">
+            <stop stop-color="#CD0000" stop-opacity="0"/>
+            <stop offset="1" stop-opacity="0.2"/>
+        </linearGradient>
+        <radialGradient id="paint1_radial_945_8" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse"
+                        gradientTransform="translate(446 454.906) rotate(45) scale(320.761 365.853)">
+            <stop offset="0.578998" stop-color="white"/>
+            <stop offset="0.873177" stop-color="#E6E6E6"/>
+        </radialGradient>
+        <clipPath id="clip0_945_8">
+            <rect width="1024" height="1024" rx="185" fill="white"/>
+        </clipPath>
+    </defs>
+</svg>

buzz/assets/cancel_FILL0_wght700_GRAD0_opsz48.svg

@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" height="48" width="48"><path d="m16.9 33.6 7.1-7.1 7.1 7.1 2.5-2.5-7.1-7.1 7.1-7.1-2.5-2.5-7.1 7.1-7.1-7.1-2.5 2.5 7.1 7.1-7.1 7.1ZM24 45.25q-4.4 0-8.275-1.65T8.95 39.05q-2.9-2.9-4.55-6.775Q2.75 28.4 2.75 24q0-4.45 1.65-8.325 1.65-3.875 4.55-6.75t6.775-4.55Q19.6 2.7 24 2.7q4.45 0 8.325 1.675 3.875 1.675 6.75 4.55t4.55 6.75Q45.3 19.55 45.3 24q0 4.4-1.675 8.275t-4.55 6.775q-2.875 2.9-6.75 4.55T24 45.25Zm0-4.7q6.9 0 11.725-4.825Q40.55 30.9 40.55 24q0-6.9-4.825-11.725Q30.9 7.45 24 7.45q-6.9 0-11.725 4.825Q7.45 17.1 7.45 24q0 6.9 4.825 11.725Q17.1 40.55 24 40.55ZM24 24Z"/></svg>

buzz/assets/delete_FILL0_wght700_GRAD0_opsz48.svg

@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" height="48" width="48"><path d="M12.65 43.25q-2 0-3.375-1.35T7.9 38.55V10.9H5V6.2h11.55V3.8H31.4v2.4H43v4.7h-2.9v27.65q0 1.95-1.4 3.325-1.4 1.375-3.35 1.375Zm22.7-32.35h-22.7v27.65h22.7ZM17.7 34.65h3.85V14.7H17.7Zm8.75 0h3.9V14.7h-3.9ZM12.65 10.9v27.65Z"/></svg>

buzz/assets/file_download_black_24dp.svg

@@ -0,0 +1,4 @@
+<svg xmlns="http://www.w3.org/2000/svg" height="24px" viewBox="0 0 24 24" width="24px" fill="#000000">
+    <path d="M0 0h24v24H0z" fill="none"/>
+    <path d="M19 9h-4V3H9v6H5l7 7 7-7zM5 18v2h14v-2H5z"/>
+</svg>

buzz/assets/icons/color-background.svg

@@ -0,0 +1,6 @@
+<?xml version="1.0" encoding="utf-8"?><!-- Uploaded to: SVG Repo, www.svgrepo.com, Generator: SVG Repo Mixer Tools -->
+<svg width="800px" height="800px" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg">
+<path d="M6.75 1C6.33579 1 6 1.33579 6 1.75V3.50559C5.96824 3.53358 5.93715 3.56276 5.9068 3.59311L1.66416 7.83575C0.883107 8.6168 0.883107 9.88313 1.66416 10.6642L5.19969 14.1997C5.98074 14.9808 7.24707 14.9808 8.02812 14.1997L12.2708 9.95707C13.0518 9.17602 13.0518 7.90969 12.2708 7.12864L8.73522 3.59311C8.39027 3.24816 7.95066 3.05555 7.5 3.0153V1.75C7.5 1.33579 7.16421 1 6.75 1ZM6 5.62123V6.25C6 6.66421 6.33579 7 6.75 7C7.16421 7 7.5 6.66421 7.5 6.25V4.54033C7.56363 4.56467 7.62328 4.60249 7.67456 4.65377L11.2101 8.1893C11.2995 8.27875 11.348 8.39366 11.3555 8.51071H3.11052L6 5.62123ZM6.26035 13.1391L3.132 10.0107H10.0958L6.96746 13.1391C6.77219 13.3343 6.45561 13.3343 6.26035 13.1391Z" fill="#212121"/>
+<path d="M2 17.5V12.4143L3.5 13.9143V17.5C3.5 18.0523 3.94772 18.5 4.5 18.5H19.5C20.0523 18.5 20.5 18.0523 20.5 17.5V6.5C20.5 5.94771 20.0523 5.5 19.5 5.5H12.0563L10.5563 4H19.5C20.8807 4 22 5.11929 22 6.5V17.5C22 18.8807 20.8807 20 19.5 20H4.5C3.11929 20 2 18.8807 2 17.5Z" fill="#212121"/>
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+</svg>

buzz/assets/icons/fullscreen.svg

@@ -0,0 +1,5 @@
+<?xml version="1.0" encoding="utf-8"?><!-- Uploaded to: SVG Repo, www.svgrepo.com, Generator: SVG Repo Mixer Tools -->
+<svg width="800px" height="800px" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg">
+<path d="M21.7092 2.29502C21.8041 2.3904 21.8757 2.50014 21.9241 2.61722C21.9727 2.73425 21.9996 2.8625 22 2.997L22 3V9C22 9.55228 21.5523 10 21 10C20.4477 10 20 9.55228 20 9V5.41421L14.7071 10.7071C14.3166 11.0976 13.6834 11.0976 13.2929 10.7071C12.9024 10.3166 12.9024 9.68342 13.2929 9.29289L18.5858 4H15C14.4477 4 14 3.55228 14 3C14 2.44772 14.4477 2 15 2H20.9998C21.2749 2 21.5242 2.11106 21.705 2.29078L21.7092 2.29502Z" fill="#000000"/>
+<path d="M10.7071 14.7071L5.41421 20H9C9.55228 20 10 20.4477 10 21C10 21.5523 9.55228 22 9 22H3.00069L2.997 22C2.74301 21.9992 2.48924 21.9023 2.29502 21.7092L2.29078 21.705C2.19595 21.6096 2.12432 21.4999 2.07588 21.3828C2.02699 21.2649 2 21.1356 2 21V15C2 14.4477 2.44772 14 3 14C3.55228 14 4 14.4477 4 15V18.5858L9.29289 13.2929C9.68342 12.9024 10.3166 12.9024 10.7071 13.2929C11.0976 13.6834 11.0976 14.3166 10.7071 14.7071Z" fill="#000000"/>
+</svg>

buzz/assets/icons/gui-text-color.svg

@@ -0,0 +1,2 @@
+<?xml version="1.0" encoding="utf-8"?><!-- Uploaded to: SVG Repo, www.svgrepo.com, Generator: SVG Repo Mixer Tools -->
+<svg fill="#000000" width="800px" height="800px" viewBox="0 0 14 14" role="img" focusable="false" aria-hidden="true" xmlns="http://www.w3.org/2000/svg"><path d="M 7.5291661,11.795909 C 7.4168129,11.419456 7.3406864,10.225625 7.3406864,9.29222 c 0,-0.11438 -0.029767,-0.221667 -0.081573,-0.314893 0.051933,-0.115773 0.08132,-0.24358 0.08132,-0.378226 l 0,-1.709364 c 0,-0.511733 -0.416226,-0.927959 -0.9279585,-0.927959 l -0.8772919,0 C 5.527203,5.856265 5.52163,5.751005 5.518336,5.648406 5.514666,5.556066 5.513396,5.470313 5.513016,5.385826 5.511876,5.296776 5.5132694,5.224073 5.517196,5.160866 5.524666,5.024193 5.541009,4.891827 5.565076,4.773647 5.591043,4.646981 5.619669,4.564774 5.630689,4.535134 c 0.0019,-0.0052 0.0038,-0.01013 0.00557,-0.01533 0.00709,-0.02039 0.0133,-0.03559 0.017227,-0.04446 C 6.0127121,3.789698 5.750766,2.938499 5.0665137,2.5737 4.8642273,2.466034 4.6367344,2.409034 4.4084814,2.408147 4.1801018,2.409034 3.9526089,2.466037 3.7504492,2.5737 3.066197,2.938499 2.8042508,3.789698 3.1634768,4.475344 c 0.00393,0.0087 0.01026,0.02394 0.017227,0.04446 0.00177,0.0052 0.00367,0.01013 0.00557,0.01533 0.01102,0.02951 0.039647,0.111847 0.065613,0.238513 0.024067,0.11818 0.040533,0.250546 0.04788,0.387219 0.00393,0.06321 0.00532,0.135914 0.00418,0.22496 -5.066e-4,0.08449 -0.00165,0.17024 -0.00532,0.26258 -0.00329,0.102599 -0.00887,0.207859 -0.016847,0.313372 l -0.8772919,0 c -0.5117324,0 -0.9279584,0.416226 -0.9279584,0.927959 l 0,1.709364 c 0,0.134646 0.029387,0.262453 0.08132,0.378226 -0.051807,0.09323 -0.081573,0.200513 -0.081573,0.314893 0,0.933278 -0.076126,2.127236 -0.1884796,2.503689 C 1.0571435,11.985782 1.0131902,12.254315 1.0562568,12.453434 1.1748167,13 1.7477291,13 1.9359554,13 c 0.437506,0 1.226258,-0.07676 1.2595712,-0.08005 0.05092,-0.0051 0.1001932,-0.01596 0.1468065,-0.03179 0.049907,0.01241 0.1018398,0.01913 0.1546597,0.01925 l 0.9114918,0.0044 0.9114918,-0.0044 c 0.05282,-1.27e-4 0.1047532,-0.007 0.1546598,-0.01925 0.046613,0.01583 0.095886,0.02673 0.1468064,0.03179 C 5.6547556,12.92315 6.4436346,13 6.8810138,13 c 0.1882264,0 0.7612654,0 0.8796986,-0.546566 0.043067,-0.199119 -7.6e-4,-0.467652 -0.2315463,-0.657525 z m -1.833117,0.502486 -0.3480794,-1.518478 -0.1741664,1.503658 -1.6846638,-7.6e-4 -0.3680927,-0.885399 0,0.900979 c 0,0 -1.7672504,0.173279 -1.3861111,0 0.3811394,-0.173154 0.3811394,-2.980082 0.3811394,-2.980082 l 2.2924095,0 2.2924095,0 c 0,0 0,2.806928 0.3811394,2.980082 0.381266,0.173279 -1.3859844,0 -1.3859844,0 z M 10.219055,1 7.3387864,1 5.8932688,5.377719 l 0.9449318,0 c 0.3536527,0 0.6674055,0.17138 0.8650052,0.434593 l 0.04864,-0.18392 0.9107318,-2.702555 0.2962729,-0.0016 0.9543051,2.889769 -2.2085564,0 C 7.839499,5.994632 7.9204389,6.217692 7.9204389,6.459878 l 0,1.257038 2.3962751,0 0.423193,1.60917 2.218563,0 L 10.219055,1 Z"/></svg>

buzz/assets/icons/new-window.svg

@@ -0,0 +1,7 @@
+<?xml version="1.0" encoding="utf-8"?><!-- Uploaded to: SVG Repo, www.svgrepo.com, Generator: SVG Repo Mixer Tools -->
+<svg width="800px" height="800px" viewBox="-0.5 0 25 25" fill="none" xmlns="http://www.w3.org/2000/svg">
+<path d="M8.93994 9.39998V5.48999C8.93994 5.20999 9.15994 4.98999 9.43994 4.98999H20.9999C21.2799 4.98999 21.4999 5.20999 21.4999 5.48999V13.09C21.4999 13.37 21.2799 13.59 20.9999 13.59L17.0599 13.6" stroke="#0F0F0F" stroke-miterlimit="10" stroke-linecap="round" stroke-linejoin="round"/>
+<path d="M17.7301 8.72998L16.4301 10.03" stroke="#0F0F0F" stroke-miterlimit="10" stroke-linecap="round" stroke-linejoin="round"/>
+<path d="M3 11.4H14.56C14.84 11.4 15.06 11.62 15.06 11.9V19.51C15.06 19.79 14.84 20.01 14.56 20.01H3C2.72 20.01 2.5 19.79 2.5 19.51V11.9C2.5 11.63 2.72 11.4 3 11.4Z" stroke="#0F0F0F" stroke-miterlimit="10" stroke-linecap="round" stroke-linejoin="round"/>
+<path d="M19.32 10.03V7.64001C19.32 7.36001 19.1 7.14001 18.82 7.14001H16.42" stroke="#0F0F0F" stroke-miterlimit="10" stroke-linecap="round" stroke-linejoin="round"/>
+</svg>

buzz/assets/info-circle.svg

@@ -0,0 +1,6 @@
+<?xml version="1.0" encoding="utf-8"?>
+<svg width="800px" height="800px" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg">
+<path d="M12 7C12.5523 7 13 7.44772 13 8V13C13 13.5523 12.5523 14 12 14C11.4477 14 11 13.5523 11 13V8C11 7.44772 11.4477 7 12 7Z" fill="#FF8C00"/>
+<path d="M12 17C12.5523 17 13 16.5523 13 16C13 15.4477 12.5523 15 12 15C11.4477 15 11 15.4477 11 16C11 16.5523 11.4477 17 12 17Z" fill="#FF8C00"/>
+<path fill-rule="evenodd" clip-rule="evenodd" d="M12 2C6.47715 2 2 6.47715 2 12C2 17.5228 6.47715 22 12 22C17.5228 22 22 17.5228 22 12C22 6.47715 17.5228 2 12 2ZM4 12C4 7.58172 7.58172 4 12 4C16.4183 4 20 7.58172 20 12C20 16.4183 16.4183 20 12 20C7.58172 20 4 16.4183 4 12Z" fill="#FFD700"/>
+</svg>

buzz/assets/mic_FILL0_wght700_GRAD0_opsz48.svg

@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" height="48" width="48"><path d="M24 28.55q-2.75 0-4.6-1.95-1.85-1.95-1.85-4.75V9.55q0-2.65 1.875-4.525Q21.3 3.15 24 3.15t4.6 1.875Q30.5 6.9 30.5 9.55v12.3q0 2.8-1.875 4.75Q26.75 28.55 24 28.55Zm0-12.7ZM21.95 44.3v-6.95q-6-.65-9.95-5.05-3.95-4.4-3.95-10.45h4.15q0 4.85 3.45 8.2Q19.1 33.4 24 33.4q4.9 0 8.35-3.35 3.45-3.35 3.45-8.2h4.15q0 6.05-3.95 10.45-3.95 4.4-9.95 5.05v6.95ZM24 23.85q.8 0 1.275-.6.475-.6.475-1.4V9.55q0-.7-.525-1.2T24 7.85q-.7 0-1.225.5-.525.5-.525 1.2v12.3q0 .8.5 1.4.5.6 1.25.6Z"/></svg>

buzz/assets/open_in_full_FILL0_wght700_GRAD0_opsz48.svg

@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" height="48" width="48"><path d="M5.15 42.85v-16.7h4.7v8.65L34.8 9.85h-8.65v-4.7h16.7v16.7h-4.7V13.2L13.2 38.15h8.65v4.7Z"/></svg>

buzz/assets/pause_black_24dp.svg

@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" height="24px" viewBox="0 0 24 24" width="24px" fill="#000000"><path d="M0 0h24v24H0z" fill="none"/><path d="M6 19h4V5H6v14zm8-14v14h4V5h-4z"/></svg>

buzz/assets/play_arrow_black_24dp.svg

@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" height="24px" viewBox="0 0 24 24" width="24px" fill="#000000"><path d="M0 0h24v24H0z" fill="none"/><path d="M8 5v14l11-7z"/></svg>

buzz/assets/redo_FILL0_wght700_GRAD0_opsz48.svg

@@ -0,0 +1 @@
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buzz/assets/resize_black.svg

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+<?xml version="1.0" encoding="utf-8"?>
+<svg width="800px" height="800px" viewBox="0 0 16 16" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
+  <rect width="16" height="16" id="icon-bound" fill="none" />
+  <path d="M2,8L8,8L8,14L6,14L6,11.4L1.4,16L-0.014,14.586L4.572,10L2,10L2,8ZM8,2L10,2L10,4.6L14.6,0L16.014,1.414L11.428,6L14,6L14,8L8,8L8,2Z" />
+</svg>

buzz/assets/speaker-identification.svg

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buzz/assets/translate_black.svg

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buzz/assets/undo_FILL0_wght700_GRAD0_opsz48.svg

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buzz/assets/update_FILL0_wght700_GRAD0_opsz48.svg

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buzz/assets/url.svg

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+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<!-- Uploaded to: SVG Repo, www.svgrepo.com, Generator: SVG Repo Mixer Tools -->
+<svg width="800px" height="800px" viewBox="0 -0.5 21 21" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
+    
+    <title>url [#1423]</title>
+    <desc>Created with Sketch.</desc>
+    <defs>
+
+</defs>
+    <g id="Page-1" stroke="none" stroke-width="1" fill="none" fill-rule="evenodd">
+        <g id="Dribbble-Light-Preview" transform="translate(-339.000000, -600.000000)" fill="#000000">
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buzz/assets/visibility_FILL0_wght700_GRAD0_opsz48.svg

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buzz/assets/visibility_off_FILL0_wght700_GRAD0_opsz48.svg

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buzz/buzz.py

@@ -0,0 +1,102 @@
+import faulthandler
+import logging
+import multiprocessing
+import os
+import platform
+import sys
+from pathlib import Path
+from typing import TextIO
+
+# Set up CUDA library paths before any torch imports
+# This must happen before platformdirs or any other imports that might indirectly load torch
+import buzz.cuda_setup  # noqa: F401
+
+from platformdirs import user_log_dir, user_cache_dir, user_data_dir
+
+# Will download all Huggingface data to the app cache directory
+os.environ.setdefault("HF_HOME", user_cache_dir("Buzz"))
+
+from buzz.assets import APP_BASE_DIR
+
+# Check for segfaults if not running in frozen mode
+# Note: On Windows, faulthandler can print "Windows fatal exception" messages
+# for non-fatal RPC errors (0x800706be) during multiprocessing operations.
+# These are usually harmless but noisy, so we disable faulthandler on Windows.
+if getattr(sys, "frozen", False) is False and platform.system() != "Windows":
+    faulthandler.enable()
+
+# Sets stdout/stderr to no-op TextIO when None (run as Windows GUI with --noconsole).
+# stdout fix: torch.hub uses sys.stdout.write() for download progress and crashes if None.
+# stderr fix: Resolves https://github.com/chidiwilliams/buzz/issues/221
+if sys.stdout is None:
+    sys.stdout = TextIO()
+if sys.stderr is None:
+    sys.stderr = TextIO()
+
+# Adds the current directory to the PATH, so the ffmpeg binary get picked up:
+# https://stackoverflow.com/a/44352931/9830227
+os.environ["PATH"] += os.pathsep + APP_BASE_DIR
+
+# Add the app directory to the DLL list: https://stackoverflow.com/a/64303856
+if platform.system() == "Windows":
+    os.add_dll_directory(APP_BASE_DIR)
+
+    dll_backup_dir = os.path.join(APP_BASE_DIR, "dll_backup")
+    if os.path.isdir(dll_backup_dir):
+        os.add_dll_directory(dll_backup_dir)
+
+    onnx_dll_dir = os.path.join(APP_BASE_DIR, "onnxruntime", "capi")
+    if os.path.isdir(onnx_dll_dir):
+        os.add_dll_directory(onnx_dll_dir)
+
+
+def main():
+    if platform.system() == "Linux":
+        multiprocessing.set_start_method("spawn")
+
+    # Fixes opening new window when app has been frozen on Windows:
+    # https://stackoverflow.com/a/33979091
+    multiprocessing.freeze_support()
+
+    log_dir = user_log_dir(appname="Buzz")
+    os.makedirs(log_dir, exist_ok=True)
+
+    log_format = (
+        "[%(asctime)s] %(module)s.%(funcName)s:%(lineno)d %(levelname)s -> %(message)s"
+    )
+    logging.basicConfig(
+        filename=os.path.join(log_dir, "logs.txt"),
+        level=logging.DEBUG,
+        format=log_format,
+    )
+
+    # Silence noisy third-party library loggers
+    logging.getLogger("matplotlib").setLevel(logging.WARNING)
+    logging.getLogger("graphviz").setLevel(logging.WARNING)
+    logging.getLogger("nemo_logger").setLevel(logging.ERROR)
+    logging.getLogger("nemo_logging").setLevel(logging.ERROR)
+    logging.getLogger("numba").setLevel(logging.WARNING)
+    logging.getLogger("torio._extension.utils").setLevel(logging.WARNING)
+    logging.getLogger("export_config_manager").setLevel(logging.WARNING)
+    logging.getLogger("training_telemetry_provider").setLevel(logging.ERROR)
+    logging.getLogger("default_recorder").setLevel(logging.WARNING)
+    logging.getLogger("config").setLevel(logging.WARNING)
+
+    if getattr(sys, "frozen", False) is False:
+        stdout_handler = logging.StreamHandler(sys.stdout)
+        stdout_handler.setLevel(logging.DEBUG)
+        stdout_handler.setFormatter(logging.Formatter(log_format))
+        logging.getLogger().addHandler(stdout_handler)
+
+    from buzz.cli import parse_command_line
+    from buzz.widgets.application import Application
+
+    logging.debug("app_dir: %s", APP_BASE_DIR)
+    logging.debug("log_dir: %s", log_dir)
+    logging.debug("cache_dir: %s", user_cache_dir("Buzz"))
+    logging.debug("data_dir: %s", user_data_dir("Buzz"))
+
+    app = Application(sys.argv)
+    parse_command_line(app)
+    app.show_main_window()
+    sys.exit(app.exec())

buzz/cache.py

@@ -0,0 +1,79 @@
+import json
+import logging
+import os
+import pickle
+from typing import List
+
+from platformdirs import user_cache_dir
+
+from buzz.transcriber.transcriber import FileTranscriptionTask
+
+
+class TasksCache:
+    def __init__(self, cache_dir=user_cache_dir("Buzz")):
+        os.makedirs(cache_dir, exist_ok=True)
+        self.cache_dir = cache_dir
+        self.pickle_cache_file_path = os.path.join(cache_dir, "tasks")
+        self.tasks_list_file_path = os.path.join(cache_dir, "tasks.json")
+
+    def save(self, tasks: List[FileTranscriptionTask]):
+        self.save_json_tasks(tasks=tasks)
+
+    def load(self) -> List[FileTranscriptionTask]:
+        if os.path.exists(self.tasks_list_file_path):
+            return self.load_json_tasks()
+
+        try:
+            with open(self.pickle_cache_file_path, "rb") as file:
+                return pickle.load(file)
+        except FileNotFoundError:
+            return []
+        except (
+            pickle.UnpicklingError,
+            AttributeError,
+            ValueError,
+        ):  # delete corrupted cache
+            os.remove(self.pickle_cache_file_path)
+            return []
+
+    def load_json_tasks(self) -> List[FileTranscriptionTask]:
+        task_ids: List[int]
+        try:
+            with open(self.tasks_list_file_path) as file:
+                task_ids = json.load(file)
+        except json.JSONDecodeError:
+            logging.debug(
+                "Got JSONDecodeError while reading tasks list file path, "
+                "resetting cache..."
+            )
+            task_ids = []
+
+        tasks = []
+        for task_id in task_ids:
+            try:
+                with open(self.get_task_path(task_id=task_id)) as file:
+                    tasks.append(FileTranscriptionTask.from_json(file.read()))
+            except (FileNotFoundError, json.JSONDecodeError):
+                pass
+
+        return tasks
+
+    def save_json_tasks(self, tasks: List[FileTranscriptionTask]):
+        json_str = json.dumps([task.id for task in tasks])
+        with open(self.tasks_list_file_path, "w") as file:
+            file.write(json_str)
+
+        for task in tasks:
+            file_path = self.get_task_path(task_id=task.id)
+            json_str = task.to_json()
+            with open(file_path, "w") as file:
+                file.write(json_str)
+
+    def get_task_path(self, task_id: int):
+        path = os.path.join(self.cache_dir, "transcriptions", f"{task_id}.json")
+        os.makedirs(os.path.dirname(path), exist_ok=True)
+        return path
+
+    def clear(self):
+        if os.path.exists(self.pickle_cache_file_path):
+            os.remove(self.pickle_cache_file_path)

buzz/cli.py

@@ -0,0 +1,253 @@
+import enum
+import sys
+import typing
+import urllib.parse
+
+from PyQt6.QtCore import QCommandLineParser, QCommandLineOption
+
+from buzz.model_loader import (
+    ModelType,
+    WhisperModelSize,
+    TranscriptionModel,
+    ModelDownloader,
+)
+from buzz.store.keyring_store import get_password, Key
+from buzz.transcriber.transcriber import (
+    Task,
+    FileTranscriptionTask,
+    FileTranscriptionOptions,
+    TranscriptionOptions,
+    LANGUAGES,
+    OutputFormat,
+)
+from buzz.widgets.application import Application
+
+
+class CommandLineError(Exception):
+    def __init__(self, message: str):
+        super().__init__(message)
+
+
+class CommandLineModelType(enum.Enum):
+    WHISPER = "whisper"
+    WHISPER_CPP = "whispercpp"
+    HUGGING_FACE = "huggingface"
+    FASTER_WHISPER = "fasterwhisper"
+    OPEN_AI_WHISPER_API = "openaiapi"
+
+
+def parse_command_line(app: Application):
+    parser = QCommandLineParser()
+    try:
+        parse(app, parser)
+    except CommandLineError as exc:
+        print(f"Error: {str(exc)}\n", file=sys.stderr)
+        print(parser.helpText())
+        sys.exit(1)
+
+def is_url(path: str) -> bool:
+    parsed = urllib.parse.urlparse(path)
+    return all([parsed.scheme, parsed.netloc])
+
+def parse(app: Application, parser: QCommandLineParser):
+    parser.addPositionalArgument("<command>", "One of the following commands:\n- add")
+    parser.parse(app.arguments())
+
+    args = parser.positionalArguments()
+    if len(args) == 0:
+        parser.addHelpOption()
+        parser.addVersionOption()
+
+        parser.process(app)
+        return
+
+    command = args[0]
+    if command == "add":
+        parser.clearPositionalArguments()
+
+        parser.addPositionalArgument("files", "Input file paths", "[file file file...]")
+
+        task_option = QCommandLineOption(
+            ["t", "task"],
+            f"The task to perform. Allowed: {join_values(Task)}. Default: {Task.TRANSCRIBE.value}.",
+            "task",
+            Task.TRANSCRIBE.value,
+        )
+        model_type_option = QCommandLineOption(
+            ["m", "model-type"],
+            f"Model type. Allowed: {join_values(CommandLineModelType)}. Default: {CommandLineModelType.WHISPER.value}.",
+            "model-type",
+            CommandLineModelType.WHISPER.value,
+        )
+        model_size_option = QCommandLineOption(
+            ["s", "model-size"],
+            f"Model size. Use only when --model-type is whisper, whispercpp, or fasterwhisper. Allowed: {join_values(WhisperModelSize)}. Default: {WhisperModelSize.TINY.value}.",
+            "model-size",
+            WhisperModelSize.TINY.value,
+        )
+        hugging_face_model_id_option = QCommandLineOption(
+            ["hfid"],
+            'Hugging Face model ID. Use only when --model-type is huggingface. Example: "openai/whisper-tiny"',
+            "id",
+        )
+        language_option = QCommandLineOption(
+            ["l", "language"],
+            f'Language code. Allowed: {", ".join(sorted([k + " (" + LANGUAGES[k].title() + ")" for k in LANGUAGES]))}. Leave empty to detect language.',
+            "code",
+            "",
+        )
+        initial_prompt_option = QCommandLineOption(
+            ["p", "prompt"], "Initial prompt.", "prompt", ""
+        )
+        word_timestamp_option = QCommandLineOption(
+            ["w", "word-timestamps"], "Generate word-level timestamps."
+        )
+        extract_speech_option = QCommandLineOption(
+            ["e", "extract-speech"], "Extract speech from audio before transcribing."
+        )
+        open_ai_access_token_option = QCommandLineOption(
+            "openai-token",
+            f"OpenAI access token. Use only when --model-type is {CommandLineModelType.OPEN_AI_WHISPER_API.value}. Defaults to your previously saved access token, if one exists.",
+            "token",
+        )
+        output_directory_option = QCommandLineOption(
+            ["d", "output-directory"], "Output directory", "directory"
+        )
+        srt_option = QCommandLineOption(["srt"], "Output result in an SRT file.")
+        vtt_option = QCommandLineOption(["vtt"], "Output result in a VTT file.")
+        txt_option = QCommandLineOption("txt", "Output result in a TXT file.")
+        hide_gui_option = QCommandLineOption("hide-gui", "Hide the main application window.")
+
+        parser.addOptions(
+            [
+                task_option,
+                model_type_option,
+                model_size_option,
+                hugging_face_model_id_option,
+                language_option,
+                initial_prompt_option,
+                word_timestamp_option,
+                extract_speech_option,
+                open_ai_access_token_option,
+                output_directory_option,
+                srt_option,
+                vtt_option,
+                txt_option,
+                hide_gui_option,
+            ]
+        )
+
+        parser.addHelpOption()
+        parser.addVersionOption()
+
+        parser.process(app)
+
+        # slice after first argument, the command
+        file_paths = parser.positionalArguments()[1:]
+        if len(file_paths) == 0:
+            raise CommandLineError("No input files")
+
+        task = parse_enum_option(task_option, parser, Task)
+
+        model_type = parse_enum_option(model_type_option, parser, CommandLineModelType)
+        model_size = parse_enum_option(model_size_option, parser, WhisperModelSize)
+
+        hugging_face_model_id = parser.value(hugging_face_model_id_option)
+
+        if (
+            hugging_face_model_id == ""
+            and model_type == CommandLineModelType.HUGGING_FACE
+        ):
+            raise CommandLineError(
+                "--hfid is required when --model-type is huggingface"
+            )
+
+        model = TranscriptionModel(
+            model_type=ModelType[model_type.name],
+            whisper_model_size=model_size,
+            hugging_face_model_id=hugging_face_model_id,
+        )
+        ModelDownloader(model=model).run()
+        model_path = model.get_local_model_path()
+
+        if model_path is None:
+            raise CommandLineError("Model not found")
+
+        language = parser.value(language_option)
+        if language == "":
+            language = None
+        elif LANGUAGES.get(language) is None:
+            raise CommandLineError("Invalid language option")
+
+        initial_prompt = parser.value(initial_prompt_option)
+
+        word_timestamps = parser.isSet(word_timestamp_option)
+        extract_speech = parser.isSet(extract_speech_option)
+
+        output_formats: typing.Set[OutputFormat] = set()
+        if parser.isSet(srt_option):
+            output_formats.add(OutputFormat.SRT)
+        if parser.isSet(vtt_option):
+            output_formats.add(OutputFormat.VTT)
+        if parser.isSet(txt_option):
+            output_formats.add(OutputFormat.TXT)
+
+        openai_access_token = parser.value(open_ai_access_token_option)
+        if (
+            model.model_type == ModelType.OPEN_AI_WHISPER_API
+            and openai_access_token == ""
+        ):
+            openai_access_token = get_password(key=Key.OPENAI_API_KEY)
+
+            if openai_access_token == "":
+                raise CommandLineError("No OpenAI access token found")
+
+        output_directory = parser.value(output_directory_option)
+
+        transcription_options = TranscriptionOptions(
+            model=model,
+            task=task,
+            language=language,
+            initial_prompt=initial_prompt,
+            word_level_timings=word_timestamps,
+            extract_speech=extract_speech,
+            openai_access_token=openai_access_token,
+        )
+
+        for file_path in file_paths:
+            path_is_url = is_url(file_path)
+
+            file_transcription_options = FileTranscriptionOptions(
+                file_paths=[file_path] if not path_is_url else None,
+                url=file_path if path_is_url else None,
+                output_formats=output_formats,
+            )
+
+            transcription_task = FileTranscriptionTask(
+                file_path=file_path if not path_is_url else None,
+                url=file_path if path_is_url else None,
+                source=FileTranscriptionTask.Source.FILE_IMPORT if not path_is_url else FileTranscriptionTask.Source.URL_IMPORT,
+                model_path=model_path,
+                transcription_options=transcription_options,
+                file_transcription_options=file_transcription_options,
+                output_directory=output_directory if output_directory != "" else None,
+            )
+            app.add_task(transcription_task, quit_on_complete=True)
+
+        if parser.isSet(hide_gui_option):
+            app.hide_main_window = True
+
+T = typing.TypeVar("T", bound=enum.Enum)
+
+
+def parse_enum_option(
+    option: QCommandLineOption, parser: QCommandLineParser, enum_class: typing.Type[T]
+) -> T:
+    try:
+        return enum_class(parser.value(option))
+    except ValueError:
+        raise CommandLineError(f"Invalid value for --{option.names()[-1]} option.")
+
+
+def join_values(enum_class: typing.Type[enum.Enum]) -> str:
+    return ", ".join([v.value for v in enum_class])

buzz/conn.py

@@ -0,0 +1,21 @@
+import sys
+from contextlib import contextmanager
+from multiprocessing.connection import Connection
+
+
+class ConnWriter:
+    def __init__(self, conn: Connection):
+        self.conn = conn
+
+    def write(self, s: str):
+        self.conn.send(s.strip())
+
+
+@contextmanager
+def pipe_stderr(conn: Connection):
+    sys.stderr = ConnWriter(conn)
+
+    try:
+        yield
+    finally:
+        sys.stderr = sys.__stderr__

buzz/cuda_setup.py

@@ -0,0 +1,130 @@
+"""
+CUDA library path setup for nvidia packages installed via pip.
+
+This module must be imported BEFORE any torch or CUDA-dependent libraries are imported.
+It handles locating and loading CUDA libraries (cuDNN, cuBLAS, etc.) from the nvidia
+pip packages.
+
+On Windows: Uses os.add_dll_directory() to add library paths
+On Linux: Uses ctypes to preload libraries (LD_LIBRARY_PATH is read at process start)
+On macOS: No action needed (CUDA not supported)
+"""
+
+import ctypes
+import logging
+import os
+import platform
+import sys
+from pathlib import Path
+
+
+logger = logging.getLogger(__name__)
+
+
+def _get_nvidia_package_lib_dirs() -> list[Path]:
+    """Find all nvidia package library directories in site-packages."""
+    lib_dirs = []
+
+    # Find site-packages directories
+    site_packages_dirs = []
+    for path in sys.path:
+        if "site-packages" in path:
+            site_packages_dirs.append(Path(path))
+
+    # Also check relative to the current module for frozen apps
+    if getattr(sys, "frozen", False):
+        # For frozen apps, check the _internal directory
+        frozen_lib_dir = Path(sys._MEIPASS) if hasattr(sys, "_MEIPASS") else Path(sys.executable).parent
+        nvidia_dir = frozen_lib_dir / "nvidia"
+        if nvidia_dir.exists():
+            for pkg_dir in nvidia_dir.iterdir():
+                if pkg_dir.is_dir():
+                    lib_subdir = pkg_dir / "lib"
+                    if lib_subdir.exists():
+                        lib_dirs.append(lib_subdir)
+                    # Some packages have bin directory on Windows
+                    bin_subdir = pkg_dir / "bin"
+                    if bin_subdir.exists():
+                        lib_dirs.append(bin_subdir)
+
+    # Check each site-packages for nvidia packages
+    for sp_dir in site_packages_dirs:
+        nvidia_dir = sp_dir / "nvidia"
+        if nvidia_dir.exists():
+            for pkg_dir in nvidia_dir.iterdir():
+                if pkg_dir.is_dir():
+                    lib_subdir = pkg_dir / "lib"
+                    if lib_subdir.exists():
+                        lib_dirs.append(lib_subdir)
+                    # Some packages have bin directory on Windows
+                    bin_subdir = pkg_dir / "bin"
+                    if bin_subdir.exists():
+                        lib_dirs.append(bin_subdir)
+
+    return lib_dirs
+
+
+def _setup_windows_dll_directories():
+    """Add nvidia library directories to Windows DLL search path."""
+    lib_dirs = _get_nvidia_package_lib_dirs()
+    for lib_dir in lib_dirs:
+        try:
+            os.add_dll_directory(str(lib_dir))
+        except (OSError, AttributeError) as e:
+            pass
+
+
+def _preload_linux_libraries():
+    """Preload CUDA libraries on Linux using ctypes.
+
+    On Linux, LD_LIBRARY_PATH is only read at process start, so we need to
+    manually load the libraries using ctypes before torch tries to load them.
+    """
+    lib_dirs = _get_nvidia_package_lib_dirs()
+
+    # Libraries to skip - NVBLAS requires special configuration and causes issues
+    skip_patterns = ["libnvblas"]
+
+    loaded_libs = set()
+
+    for lib_dir in lib_dirs:
+        if not lib_dir.exists():
+            continue
+
+        # Find all .so files in the directory
+        for lib_file in sorted(lib_dir.glob("*.so*")):
+            if lib_file.name in loaded_libs:
+                continue
+            if lib_file.is_symlink() and not lib_file.exists():
+                continue
+
+            # Skip problematic libraries
+            if any(pattern in lib_file.name for pattern in skip_patterns):
+                continue
+
+            try:
+                # Use RTLD_GLOBAL so symbols are available to other libraries
+                ctypes.CDLL(str(lib_file), mode=ctypes.RTLD_GLOBAL)
+                loaded_libs.add(lib_file.name)
+            except OSError as e:
+                # Some libraries may have missing dependencies, that's ok
+                pass
+
+
+def setup_cuda_libraries():
+    """Set up CUDA library paths for the current platform.
+
+    This function should be called as early as possible, before any torch
+    or CUDA-dependent libraries are imported.
+    """
+    system = platform.system()
+
+    if system == "Windows":
+        _setup_windows_dll_directories()
+    elif system == "Linux":
+        _preload_linux_libraries()
+    # macOS doesn't have CUDA support, so nothing to do
+
+
+# Auto-run setup when this module is imported
+setup_cuda_libraries()

buzz/db/dao/dao.py

@@ -0,0 +1,63 @@
+# Adapted from https://github.com/zhiyiYo/Groove
+from abc import ABC
+from typing import TypeVar, Generic, Any, Type, List
+
+from PyQt6.QtSql import QSqlDatabase, QSqlQuery, QSqlRecord
+
+from buzz.db.entity.entity import Entity
+
+T = TypeVar("T", bound=Entity)
+
+
+class DAO(ABC, Generic[T]):
+    entity: Type[T]
+    ignore_fields = []
+
+    def __init__(self, table: str, db: QSqlDatabase):
+        self.db = db
+        self.table = table
+
+    def insert(self, record: T):
+        query = self._create_query()
+        fields = [
+            field for field in record.__dict__.keys() if field not in self.ignore_fields
+        ]
+        query.prepare(
+            f"""
+            INSERT INTO {self.table} ({", ".join(fields)})
+            VALUES ({", ".join([f":{key}" for key in fields])})
+        """
+        )
+        for field in fields:
+            query.bindValue(f":{field}", getattr(record, field))
+
+        if not query.exec():
+            raise Exception(query.lastError().text())
+
+    def find_by_id(self, id: Any) -> T | None:
+        query = self._create_query()
+        query.prepare(f"SELECT * FROM {self.table} WHERE id = :id")
+        query.bindValue(":id", id)
+        return self._execute(query)
+
+    def to_entity(self, record: QSqlRecord) -> T:
+        kwargs = {record.fieldName(i): record.value(i) for i in range(record.count())}
+        return self.entity(**kwargs)
+
+    def _execute(self, query: QSqlQuery) -> T | None:
+        if not query.exec():
+            raise Exception(query.lastError().text())
+        if not query.first():
+            return None
+        return self.to_entity(query.record())
+
+    def _execute_all(self, query: QSqlQuery) -> List[T]:
+        if not query.exec():
+            raise Exception(query.lastError().text())
+        entities = []
+        while query.next():
+            entities.append(self.to_entity(query.record()))
+        return entities
+
+    def _create_query(self):
+        return QSqlQuery(self.db)

buzz/db/dao/transcription_dao.py

@@ -0,0 +1,320 @@
+import uuid
+from datetime import datetime
+from uuid import UUID
+
+from PyQt6.QtSql import QSqlDatabase
+
+from buzz.db.dao.dao import DAO
+from buzz.db.entity.transcription import Transcription
+from buzz.transcriber.transcriber import FileTranscriptionTask
+
+
+class TranscriptionDAO(DAO[Transcription]):
+    entity = Transcription
+
+    def __init__(self, db: QSqlDatabase):
+        super().__init__("transcription", db)
+
+    def create_transcription(self, task: FileTranscriptionTask):
+        query = self._create_query()
+        query.prepare(
+            """
+            INSERT INTO transcription (
+                id,
+                export_formats,
+                file,
+                output_folder,
+                language,
+                model_type,
+                source,
+                status,
+                task,
+                time_queued,
+                url,
+                whisper_model_size,
+                hugging_face_model_id,
+                word_level_timings,
+                extract_speech,
+                name,
+                notes
+            ) VALUES (
+                :id,
+                :export_formats,
+                :file,
+                :output_folder,
+                :language,
+                :model_type,
+                :source,
+                :status,
+                :task,
+                :time_queued,
+                :url,
+                :whisper_model_size,
+                :hugging_face_model_id,
+                :word_level_timings,
+                :extract_speech,
+                :name,
+                :notes
+            )
+            """
+        )
+        query.bindValue(":id", str(task.uid))
+        query.bindValue(
+            ":export_formats",
+            ", ".join(
+                [
+                    output_format.value
+                    for output_format in task.file_transcription_options.output_formats
+                ]
+            ),
+        )
+        query.bindValue(":file", task.file_path)
+        query.bindValue(":output_folder", task.output_directory)
+        query.bindValue(":language", task.transcription_options.language)
+        query.bindValue(
+            ":model_type", task.transcription_options.model.model_type.value
+        )
+        query.bindValue(":source", task.source.value)
+        query.bindValue(":status", FileTranscriptionTask.Status.QUEUED.value)
+        query.bindValue(":task", task.transcription_options.task.value)
+        query.bindValue(":time_queued", datetime.now().isoformat())
+        query.bindValue(":url", task.url)
+        query.bindValue(
+            ":whisper_model_size",
+            task.transcription_options.model.whisper_model_size.value
+            if task.transcription_options.model.whisper_model_size
+            else None,
+        )
+        query.bindValue(
+            ":hugging_face_model_id",
+            task.transcription_options.model.hugging_face_model_id
+            if task.transcription_options.model.hugging_face_model_id
+            else None,
+        )
+        query.bindValue(
+            ":word_level_timings",
+            task.transcription_options.word_level_timings
+        )
+        query.bindValue(
+            ":extract_speech",
+            task.transcription_options.extract_speech
+        )
+        query.bindValue(":name", None)  # name is not available in FileTranscriptionTask
+        query.bindValue(":notes", None)  # notes is not available in FileTranscriptionTask
+        if not query.exec():
+            raise Exception(query.lastError().text())
+
+    def copy_transcription(self, id: UUID) -> UUID:
+        query = self._create_query()
+        query.prepare("SELECT * FROM transcription WHERE id = :id")
+        query.bindValue(":id", str(id))
+        if not query.exec():
+            raise Exception(query.lastError().text())
+        if not query.next():
+            raise Exception("Transcription not found")
+
+        transcription_data = {field.name: query.value(field.name) for field in
+                              self.entity.__dataclass_fields__.values()}
+
+        new_id = uuid.uuid4()
+        transcription_data["id"] = str(new_id)
+        transcription_data["time_queued"] = datetime.now().isoformat()
+        transcription_data["status"] = FileTranscriptionTask.Status.QUEUED.value
+
+        query.prepare(
+            """
+            INSERT INTO transcription (
+                id,
+                export_formats,
+                file,
+                output_folder,
+                language,
+                model_type,
+                source,
+                status,
+                task,
+                time_queued,
+                url,
+                whisper_model_size,
+                hugging_face_model_id,
+                word_level_timings,
+                extract_speech,
+                name,
+                notes
+            ) VALUES (
+                :id,
+                :export_formats,
+                :file,
+                :output_folder,
+                :language,
+                :model_type,
+                :source,
+                :status,
+                :task,
+                :time_queued,
+                :url,
+                :whisper_model_size,
+                :hugging_face_model_id,
+                :word_level_timings,
+                :extract_speech,
+                :name,
+                :notes
+            )
+            """
+        )
+        for key, value in transcription_data.items():
+            query.bindValue(f":{key}", value)
+        if not query.exec():
+            raise Exception(query.lastError().text())
+
+        return new_id
+
+    def update_transcription_as_started(self, id: UUID):
+        query = self._create_query()
+        query.prepare(
+            """
+            UPDATE transcription
+            SET status = :status, time_started = :time_started
+            WHERE id = :id
+        """
+        )
+
+        query.bindValue(":id", str(id))
+        query.bindValue(":status", FileTranscriptionTask.Status.IN_PROGRESS.value)
+        query.bindValue(":time_started", datetime.now().isoformat())
+        if not query.exec():
+            raise Exception(query.lastError().text())
+
+    def update_transcription_as_failed(self, id: UUID, error: str):
+        query = self._create_query()
+        query.prepare(
+            """
+            UPDATE transcription
+            SET status = :status, time_ended = :time_ended, error_message = :error_message
+            WHERE id = :id
+        """
+        )
+
+        query.bindValue(":id", str(id))
+        query.bindValue(":status", FileTranscriptionTask.Status.FAILED.value)
+        query.bindValue(":time_ended", datetime.now().isoformat())
+        query.bindValue(":error_message", error)
+        if not query.exec():
+            raise Exception(query.lastError().text())
+
+    def update_transcription_as_canceled(self, id: UUID):
+        query = self._create_query()
+        query.prepare(
+            """
+            UPDATE transcription
+            SET status = :status, time_ended = :time_ended
+            WHERE id = :id
+        """
+        )
+
+        query.bindValue(":id", str(id))
+        query.bindValue(":status", FileTranscriptionTask.Status.CANCELED.value)
+        query.bindValue(":time_ended", datetime.now().isoformat())
+        if not query.exec():
+            raise Exception(query.lastError().text())
+
+    def update_transcription_progress(self, id: UUID, progress: float):
+        query = self._create_query()
+        query.prepare(
+            """
+            UPDATE transcription
+            SET status = :status, progress = :progress
+            WHERE id = :id
+        """
+        )
+
+        query.bindValue(":id", str(id))
+        query.bindValue(":status", FileTranscriptionTask.Status.IN_PROGRESS.value)
+        query.bindValue(":progress", progress)
+        if not query.exec():
+            raise Exception(query.lastError().text())
+
+    def update_transcription_as_completed(self, id: UUID):
+        query = self._create_query()
+        query.prepare(
+            """
+            UPDATE transcription
+            SET status = :status, time_ended = :time_ended
+            WHERE id = :id
+        """
+        )
+
+        query.bindValue(":id", str(id))
+        query.bindValue(":status", FileTranscriptionTask.Status.COMPLETED.value)
+        query.bindValue(":time_ended", datetime.now().isoformat())
+        if not query.exec():
+            raise Exception(query.lastError().text())
+
+    def update_transcription_file_and_name(self, id: UUID, file_path: str, name: str | None = None):
+        query = self._create_query()
+        query.prepare(
+            """
+            UPDATE transcription
+            SET file = :file, name = COALESCE(:name, name)
+            WHERE id = :id
+        """
+        )
+
+        query.bindValue(":id", str(id))
+        query.bindValue(":file", file_path)
+        query.bindValue(":name", name)
+        if not query.exec():
+            raise Exception(query.lastError().text())
+
+    def update_transcription_name(self, id: UUID, name: str):
+        query = self._create_query()
+        query.prepare(
+            """
+            UPDATE transcription
+            SET name = :name
+            WHERE id = :id
+        """
+        )
+
+        query.bindValue(":id", str(id))
+        query.bindValue(":name", name)
+        if not query.exec():
+            raise Exception(query.lastError().text())
+        if query.numRowsAffected() == 0:
+            raise Exception("Transcription not found")
+
+    def update_transcription_notes(self, id: UUID, notes: str):
+        query = self._create_query()
+        query.prepare(
+            """
+            UPDATE transcription
+            SET notes = :notes
+            WHERE id = :id
+        """
+        )
+
+        query.bindValue(":id", str(id))
+        query.bindValue(":notes", notes)
+        if not query.exec():
+            raise Exception(query.lastError().text())
+        if query.numRowsAffected() == 0:
+            raise Exception("Transcription not found")
+
+    def reset_transcription_for_restart(self, id: UUID):
+        """Reset a transcription to queued status for restart"""
+        query = self._create_query()
+        query.prepare(
+            """
+            UPDATE transcription
+            SET status = :status, progress = :progress, time_started = NULL, time_ended = NULL, error_message = NULL
+            WHERE id = :id
+        """
+        )
+
+        query.bindValue(":id", str(id))
+        query.bindValue(":status", FileTranscriptionTask.Status.QUEUED.value)
+        query.bindValue(":progress", 0.0)
+        if not query.exec():
+            raise Exception(query.lastError().text())
+        if query.numRowsAffected() == 0:
+            raise Exception("Transcription not found")

buzz/db/dao/transcription_segment_dao.py

@@ -0,0 +1,53 @@
+from typing import List
+from uuid import UUID
+
+from PyQt6.QtSql import QSqlDatabase
+
+from buzz.db.dao.dao import DAO
+from buzz.db.entity.transcription_segment import TranscriptionSegment
+
+
+class TranscriptionSegmentDAO(DAO[TranscriptionSegment]):
+    entity = TranscriptionSegment
+    ignore_fields = ["id"]
+
+    def __init__(self, db: QSqlDatabase):
+        super().__init__("transcription_segment", db)
+
+    def get_segments(self, transcription_id: UUID) -> List[TranscriptionSegment]:
+        query = self._create_query()
+        query.prepare(
+            f"""
+            SELECT * FROM {self.table}
+            WHERE transcription_id = :transcription_id
+        """
+        )
+        query.bindValue(":transcription_id", str(transcription_id))
+        return self._execute_all(query)
+
+    def delete_segments(self, transcription_id: UUID):
+        query = self._create_query()
+        query.prepare(
+            f"""
+            DELETE FROM {self.table}
+            WHERE transcription_id = :transcription_id
+        """
+        )
+        query.bindValue(":transcription_id", str(transcription_id))
+        if not query.exec():
+            raise Exception(query.lastError().text())
+
+    def update_segment_translation(self, segment_id: int, translation: str):
+        query = self._create_query()
+        query.prepare(
+            """
+            UPDATE transcription_segment
+            SET translation = :translation
+            WHERE id = :id
+        """
+        )
+
+        query.bindValue(":id", segment_id)
+        query.bindValue(":translation", translation)
+        if not query.exec():
+            raise Exception(query.lastError().text())

buzz/db/db.py

@@ -0,0 +1,52 @@
+import logging
+import os
+import sqlite3
+import tempfile
+
+from PyQt6.QtSql import QSqlDatabase
+from platformdirs import user_data_dir
+
+from buzz.db.helpers import (
+    run_sqlite_migrations,
+    copy_transcriptions_from_json_to_sqlite,
+    mark_in_progress_and_queued_transcriptions_as_canceled,
+)
+
+
+def setup_app_db() -> QSqlDatabase:
+    data_dir = user_data_dir("Buzz")
+    os.makedirs(data_dir, exist_ok=True)
+    return _setup_db(os.path.join(data_dir, "Buzz.sqlite"))
+
+
+def setup_test_db() -> QSqlDatabase:
+    return _setup_db(tempfile.mktemp())
+
+
+def _setup_db(path: str) -> QSqlDatabase:
+    # Run migrations
+    db = sqlite3.connect(path, isolation_level=None, timeout=10.0)
+    try:
+        run_sqlite_migrations(db)
+        copy_transcriptions_from_json_to_sqlite(db)
+        mark_in_progress_and_queued_transcriptions_as_canceled(db)
+        db.commit()
+    finally:
+        db.close()
+
+    db = QSqlDatabase.addDatabase("QSQLITE")
+    db.setDatabaseName(path)
+    if not db.open():
+        raise RuntimeError(f"Failed to open database connection: {db.databaseName()}")
+    db.exec('PRAGMA foreign_keys = ON')
+    logging.debug("Database connection opened: %s", db.databaseName())
+    return db
+
+
+def close_app_db():
+    db = QSqlDatabase.database()
+    if not db.isValid():
+        return
+
+    if db.isOpen():
+        db.close()

buzz/db/entity/entity.py

@@ -0,0 +1,12 @@
+from abc import ABC
+
+from PyQt6.QtSql import QSqlRecord
+
+
+class Entity(ABC):
+    @classmethod
+    def from_record(cls, record: QSqlRecord):
+        entity = cls()
+        for i in range(record.count()):
+            setattr(entity, record.fieldName(i), record.value(i))
+        return entity

buzz/db/entity/transcription.py

@@ -0,0 +1,66 @@
+import datetime
+import os
+import uuid
+from dataclasses import dataclass, field
+
+from buzz.db.entity.entity import Entity
+from buzz.model_loader import ModelType
+from buzz.settings.settings import Settings
+from buzz.transcriber.transcriber import OutputFormat, Task, FileTranscriptionTask
+
+
+@dataclass
+class Transcription(Entity):
+    status: str = FileTranscriptionTask.Status.QUEUED.value
+    task: str = Task.TRANSCRIBE.value
+    model_type: str = ModelType.WHISPER.value
+    whisper_model_size: str | None = None
+    hugging_face_model_id: str | None = None
+    word_level_timings: str | None = None
+    extract_speech: str | None = None
+    language: str | None = None
+    id: str = field(default_factory=lambda: str(uuid.uuid4()))
+    error_message: str | None = None
+    file: str | None = None
+    time_queued: str = datetime.datetime.now().isoformat()
+    progress: float = 0.0
+    time_ended: str | None = None
+    time_started: str | None = None
+    export_formats: str | None = None
+    output_folder: str | None = None
+    source: str | None = None
+    url: str | None = None
+    name: str | None = None
+    notes: str | None = None
+
+    @property
+    def id_as_uuid(self):
+        return uuid.UUID(hex=self.id)
+
+    @property
+    def status_as_status(self):
+        return FileTranscriptionTask.Status(self.status)
+
+    def get_output_file_path(
+        self,
+        output_format: OutputFormat,
+        output_directory: str | None = None,
+    ):
+        input_file_name = os.path.splitext(os.path.basename(self.file))[0]
+
+        date_time_now = datetime.datetime.now().strftime("%d-%b-%Y %H-%M-%S")
+
+        export_file_name_template = Settings().get_default_export_file_template()
+
+        output_file_name = (
+            export_file_name_template.replace("{{ input_file_name }}", input_file_name)
+            .replace("{{ task }}", self.task)
+            .replace("{{ language }}", self.language or "")
+            .replace("{{ model_type }}", self.model_type)
+            .replace("{{ model_size }}", self.whisper_model_size or "")
+            .replace("{{ date_time }}", date_time_now)
+            + f".{output_format.value}"
+        )
+
+        output_directory = output_directory or os.path.dirname(self.file)
+        return os.path.join(output_directory, output_file_name)

buzz/db/entity/transcription_segment.py

@@ -0,0 +1,13 @@
+from dataclasses import dataclass
+
+from buzz.db.entity.entity import Entity
+
+
+@dataclass
+class TranscriptionSegment(Entity):
+    start_time: int
+    end_time: int
+    text: str
+    translation: str
+    transcription_id: str
+    id: int = -1

buzz/db/helpers.py

@@ -0,0 +1,89 @@
+import os
+from datetime import datetime
+from sqlite3 import Connection
+
+from buzz.assets import get_path
+from buzz.cache import TasksCache
+from buzz.db.migrator import dumb_migrate_db
+
+
+def copy_transcriptions_from_json_to_sqlite(conn: Connection):
+    cache = TasksCache()
+    if os.path.exists(cache.tasks_list_file_path):
+        tasks = cache.load()
+        cursor = conn.cursor()
+        for task in tasks:
+            cursor.execute(
+                """
+                INSERT INTO transcription (id, error_message, export_formats, file, output_folder, progress, language, model_type, source, status, task, time_ended, time_queued, time_started, url, whisper_model_size, hugging_face_model_id)
+                VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, COALESCE(?, ?), ?, ?, ?, ?)
+                RETURNING id;
+                """,
+                (
+                    str(task.uid),
+                    task.error,
+                    ", ".join(
+                        [
+                            format.value
+                            for format in task.file_transcription_options.output_formats
+                        ]
+                    ),
+                    task.file_path,
+                    task.output_directory,
+                    task.fraction_completed,
+                    task.transcription_options.language,
+                    task.transcription_options.model.model_type.value,
+                    task.source.value,
+                    task.status.value,
+                    task.transcription_options.task.value,
+                    task.completed_at,
+                    task.queued_at, datetime.now().isoformat(),
+                    task.started_at,
+                    task.url,
+                    task.transcription_options.model.whisper_model_size.value
+                    if task.transcription_options.model.whisper_model_size
+                    else None,
+                    task.transcription_options.model.hugging_face_model_id
+                    if task.transcription_options.model.hugging_face_model_id
+                    else None,
+                ),
+            )
+            transcription_id = cursor.fetchone()[0]
+
+            for segment in task.segments:
+                cursor.execute(
+                    """
+                    INSERT INTO transcription_segment (end_time, start_time, text, translation, transcription_id)
+                    VALUES (?, ?, ?, ?, ?);
+                    """,
+                    (
+                        segment.end,
+                        segment.start,
+                        segment.text,
+                        segment.translation,
+                        transcription_id,
+                    ),
+                )
+        # os.remove(cache.tasks_list_file_path)
+        conn.commit()
+
+
+def run_sqlite_migrations(db: Connection):
+    schema_path = get_path("schema.sql")
+
+    with open(schema_path) as schema_file:
+        schema = schema_file.read()
+        dumb_migrate_db(db=db, schema=schema)
+
+
+def mark_in_progress_and_queued_transcriptions_as_canceled(conn: Connection):
+    cursor = conn.cursor()
+    cursor.execute(
+        """
+        UPDATE transcription
+        SET status = 'canceled', time_ended = ?
+        WHERE status = 'in_progress' OR status = 'queued';
+        """,
+        (datetime.now().isoformat(),),
+    )
+    conn.commit()

buzz/db/migrator.py

@@ -0,0 +1,285 @@
+# coding: utf-8
+# https://gist.github.com/simonw/664b4b0851c1899dc55e1fb655181037
+
+"""Simple declarative schema migration for SQLite.
+See <https://david.rothlis.net/declarative-schema-migration-for-sqlite>.
+Author: William Manley <will@stb-tester.com>.
+Copyright © 2019-2022 Stb-tester.com Ltd.
+License: MIT.
+"""
+
+import logging
+import re
+import sqlite3
+from textwrap import dedent
+
+
+def dumb_migrate_db(db, schema, allow_deletions=False):
+    """
+    Migrates a database to the new schema given by the SQL text `schema`
+    preserving the data.  We create any table that exists in schema, delete any
+    old table that is no longer used and add/remove columns and indices as
+    necessary.
+    Under this scheme there are a set of changes that we can make to the schema
+    and this script will handle it fine:
+    1. Adding a new table
+    2. Adding, deleting or modifying an index
+    3. Adding a column to an existing table as long as the new column can be
+       NULL or has a DEFAULT value specified.
+    4. Changing a column to remove NULL or DEFAULT as long as all values in the
+       database are not NULL
+    5. Changing the type of a column
+    6. Changing the user_version
+    In addition this function is capable of:
+    1. Deleting tables
+    2. Deleting columns from tables
+    But only if allow_deletions=True.  If the new schema requires a column/table
+    to be deleted and allow_deletions=False this function will raise
+    `RuntimeError`.
+    Note: When this function is called a transaction must not be held open on
+    db.  A transaction will be used internally.  If you wish to perform
+    additional migration steps as part of a migration use DBMigrator directly.
+    Any internally generated rowid columns by SQLite may change values by this
+    migration.
+    """
+    with DBMigrator(db, schema, allow_deletions) as migrator:
+        migrator.migrate()
+    return bool(migrator.n_changes)
+
+
+class DBMigrator:
+    def __init__(self, db, schema, allow_deletions=False):
+        self.db = db
+        self.schema = schema
+        self.allow_deletions = allow_deletions
+
+        self.pristine = sqlite3.connect(":memory:")
+        self.pristine.executescript(schema)
+        self.n_changes = 0
+
+        self.orig_foreign_keys = None
+
+    def log_execute(self, msg, sql, args=None):
+        # It's important to log any changes we're making to the database for
+        # forensics later
+        msg_tmpl = "Database migration: %s with SQL:\n%s"
+        msg_argv = (msg, _left_pad(dedent(sql)))
+        if args:
+            msg_tmpl += " args = %r"
+            msg_argv += (args,)
+        else:
+            args = []
+        # Uncomment this to get debugging information
+        # logging.info(msg_tmpl, *msg_argv)
+        self.db.execute(sql, args)
+        self.n_changes += 1
+
+    def __enter__(self):
+        self.orig_foreign_keys = self.db.execute("PRAGMA foreign_keys").fetchone()[0]
+        if self.orig_foreign_keys:
+            self.log_execute(
+                "Disable foreign keys temporarily for migration",
+                "PRAGMA foreign_keys = OFF",
+            )
+            # This doesn't count as a change because we'll undo it at the end
+            self.n_changes = 0
+
+        self.db.__enter__()
+        self.db.execute("BEGIN")
+        return self
+
+    def __exit__(self, exc_type, exc_value, exc_tb):
+        self.db.__exit__(exc_type, exc_value, exc_tb)
+        if exc_value is None:
+            # The SQLite docs say:
+            #
+            # > This pragma is a no-op within a transaction; foreign key
+            # > constraint enforcement may only be enabled or disabled when
+            # > there is no pending BEGIN or SAVEPOINT.
+            old_changes = self.n_changes
+            new_val = self._migrate_pragma("foreign_keys")
+            if new_val == self.orig_foreign_keys:
+                self.n_changes = old_changes
+
+            # SQLite docs say:
+            #
+            # > A VACUUM will fail if there is an open transaction on the database
+            # > connection that is attempting to run the VACUUM.
+            if self.n_changes:
+                self.db.execute("VACUUM")
+        else:
+            if self.orig_foreign_keys:
+                self.log_execute(
+                    "Re-enable foreign keys after migration", "PRAGMA foreign_keys = ON"
+                )
+
+    def migrate(self):
+        # In CI the database schema may be changing all the time.  This checks
+        # the current db and if it doesn't match database.sql we will
+        # modify it so it does match where possible.
+        pristine_tables = dict(
+            self.pristine.execute(
+                """\
+            SELECT name, sql FROM sqlite_master
+            WHERE type = \"table\" AND name != \"sqlite_sequence\""""
+            ).fetchall()
+        )
+        pristine_indices = dict(
+            self.pristine.execute(
+                """\
+            SELECT name, sql FROM sqlite_master
+            WHERE type = \"index\""""
+            ).fetchall()
+        )
+
+        tables = dict(
+            self.db.execute(
+                """\
+            SELECT name, sql FROM sqlite_master
+            WHERE type = \"table\" AND name != \"sqlite_sequence\""""
+            ).fetchall()
+        )
+
+        new_tables = set(pristine_tables.keys()) - set(tables.keys())
+        removed_tables = set(tables.keys()) - set(pristine_tables.keys())
+        if removed_tables and not self.allow_deletions:
+            raise RuntimeError(
+                "Database migration: Refusing to delete tables %r" % removed_tables
+            )
+
+        modified_tables = set(
+            name
+            for name, sql in pristine_tables.items()
+            if normalise_sql(tables.get(name, "")) != normalise_sql(sql)
+        )
+
+        # This PRAGMA is automatically disabled when the db is committed
+        self.db.execute("PRAGMA defer_foreign_keys = TRUE")
+
+        # New and removed tables are easy:
+        for tbl_name in new_tables:
+            self.log_execute("Create table %s" % tbl_name, pristine_tables[tbl_name])
+        for tbl_name in removed_tables:
+            self.log_execute("Drop table %s" % tbl_name, "DROP TABLE %s" % tbl_name)
+
+        for tbl_name in modified_tables:
+            # The SQLite documentation insists that we create the new table and
+            # rename it over the old rather than moving the old out of the way
+            # and then creating the new
+            create_table_sql = pristine_tables[tbl_name]
+            create_table_sql = re.sub(
+                r"\b%s\b" % re.escape(tbl_name),
+                tbl_name + "_migration_new",
+                create_table_sql,
+            )
+            self.log_execute(
+                "Columns change: Create table %s with updated schema" % tbl_name,
+                create_table_sql,
+            )
+
+            cols = set(
+                [x[1] for x in self.db.execute("PRAGMA table_info(%s)" % tbl_name)]
+            )
+            pristine_cols = set(
+                [
+                    x[1]
+                    for x in self.pristine.execute("PRAGMA table_info(%s)" % tbl_name)
+                ]
+            )
+
+            removed_columns = cols - pristine_cols
+            if not self.allow_deletions and removed_columns:
+                logging.warning(
+                    "Database migration: Refusing to remove columns %r from "
+                    "table %s.  Current cols are %r attempting migration to %r",
+                    removed_columns,
+                    tbl_name,
+                    cols,
+                    pristine_cols,
+                )
+                raise RuntimeError(
+                    "Database migration: Refusing to remove columns %r from "
+                    "table %s" % (removed_columns, tbl_name)
+                )
+
+            logging.info("cols: %s, pristine_cols: %s", cols, pristine_cols)
+            self.log_execute(
+                "Migrate data for table %s" % tbl_name,
+                """\
+                INSERT INTO {tbl_name}_migration_new ({common})
+                SELECT {common} FROM {tbl_name}""".format(
+                    tbl_name=tbl_name,
+                    common=", ".join(cols.intersection(pristine_cols)),
+                ),
+            )
+
+            # Don't need the old table any more
+            self.log_execute(
+                "Drop old table %s now data has been migrated" % tbl_name,
+                "DROP TABLE %s" % tbl_name,
+            )
+
+            self.log_execute(
+                "Columns change: Move new table %s over old" % tbl_name,
+                "ALTER TABLE %s_migration_new RENAME TO %s" % (tbl_name, tbl_name),
+            )
+
+        # Migrate the indices
+        indices = dict(
+            self.db.execute(
+                """\
+            SELECT name, sql FROM sqlite_master
+            WHERE type = \"index\""""
+            ).fetchall()
+        )
+        for name in set(indices.keys()) - set(pristine_indices.keys()):
+            self.log_execute(
+                "Dropping obsolete index %s" % name, "DROP INDEX %s" % name
+            )
+        for name, sql in pristine_indices.items():
+            if name not in indices:
+                self.log_execute("Creating new index %s" % name, sql)
+            elif sql != indices[name]:
+                self.log_execute(
+                    "Index %s changed: Dropping old version" % name,
+                    "DROP INDEX %s" % name,
+                )
+                self.log_execute(
+                    "Index %s changed: Creating updated version in its place" % name,
+                    sql,
+                )
+
+        self._migrate_pragma("user_version")
+
+        if self.pristine.execute("PRAGMA foreign_keys").fetchone()[0]:
+            if self.db.execute("PRAGMA foreign_key_check").fetchall():
+                raise RuntimeError("Database migration: Would fail foreign_key_check")
+
+    def _migrate_pragma(self, pragma):
+        pristine_val = self.pristine.execute("PRAGMA %s" % pragma).fetchone()[0]
+        val = self.db.execute("PRAGMA %s" % pragma).fetchone()[0]
+
+        if val != pristine_val:
+            self.log_execute(
+                "Set %s to %i from %i" % (pragma, pristine_val, val),
+                "PRAGMA %s = %i" % (pragma, pristine_val),
+            )
+
+        return pristine_val
+
+
+def _left_pad(text, indent="    "):
+    """Maybe I can find a package in pypi for this?"""
+    return "\n".join(indent + line for line in text.split("\n"))
+
+
+def normalise_sql(sql):
+    # Remove comments:
+    sql = re.sub(r"--[^\n]*\n", "", sql)
+    # Normalise whitespace:
+    sql = re.sub(r"\s+", " ", sql)
+    sql = re.sub(r" *([(),]) *", r"\1", sql)
+    # Remove unnecessary quotes
+    sql = re.sub(r'"(\w+)"', r"\1", sql)
+
+    return sql.strip()

buzz/db/service/transcription_service.py

@@ -0,0 +1,79 @@
+from typing import List
+from uuid import UUID
+
+from buzz.db.dao.transcription_dao import TranscriptionDAO
+from buzz.db.dao.transcription_segment_dao import TranscriptionSegmentDAO
+from buzz.db.entity.transcription_segment import TranscriptionSegment
+from buzz.transcriber.transcriber import Segment
+
+
+class TranscriptionService:
+    def __init__(
+        self,
+        transcription_dao: TranscriptionDAO,
+        transcription_segment_dao: TranscriptionSegmentDAO,
+    ):
+        self.transcription_dao = transcription_dao
+        self.transcription_segment_dao = transcription_segment_dao
+
+    def create_transcription(self, task):
+        self.transcription_dao.create_transcription(task)
+
+    def copy_transcription(self, id: UUID) -> UUID:
+        return self.transcription_dao.copy_transcription(id)
+
+    def update_transcription_as_started(self, id: UUID):
+        self.transcription_dao.update_transcription_as_started(id)
+
+    def update_transcription_as_failed(self, id: UUID, error: str):
+        self.transcription_dao.update_transcription_as_failed(id, error)
+
+    def update_transcription_as_canceled(self, id: UUID):
+        self.transcription_dao.update_transcription_as_canceled(id)
+
+    def update_transcription_progress(self, id: UUID, progress: float):
+        self.transcription_dao.update_transcription_progress(id, progress)
+
+    def update_transcription_as_completed(self, id: UUID, segments: List[Segment]):
+        self.transcription_dao.update_transcription_as_completed(id)
+        for segment in segments:
+            self.transcription_segment_dao.insert(
+                TranscriptionSegment(
+                    start_time=segment.start,
+                    end_time=segment.end,
+                    text=segment.text,
+                    translation='',
+                    transcription_id=str(id),
+                )
+            )
+
+    def update_transcription_file_and_name(self, id: UUID, file_path: str, name: str | None = None):
+        self.transcription_dao.update_transcription_file_and_name(id, file_path, name)
+
+    def update_transcription_name(self, id: UUID, name: str):
+        self.transcription_dao.update_transcription_name(id, name)
+
+    def update_transcription_notes(self, id: UUID, notes: str):
+        self.transcription_dao.update_transcription_notes(id, notes)
+
+    def reset_transcription_for_restart(self, id: UUID):
+        self.transcription_dao.reset_transcription_for_restart(id)
+
+    def replace_transcription_segments(self, id: UUID, segments: List[Segment]):
+        self.transcription_segment_dao.delete_segments(id)
+        for segment in segments:
+            self.transcription_segment_dao.insert(
+                TranscriptionSegment(
+                    start_time=segment.start,
+                    end_time=segment.end,
+                    text=segment.text,
+                    translation='',
+                    transcription_id=str(id),
+                )
+            )
+
+    def get_transcription_segments(self, transcription_id: UUID):
+        return self.transcription_segment_dao.get_segments(transcription_id)
+
+    def update_segment_translation(self, segment_id: int, translation: str):
+        return self.transcription_segment_dao.update_segment_translation(segment_id, translation)

buzz/dialogs.py

@@ -0,0 +1,11 @@
+from PyQt6.QtWidgets import QWidget, QMessageBox
+
+
+def show_model_download_error_dialog(parent: QWidget, error: str):
+    message = (
+        parent.tr("An error occurred while loading the Whisper model")
+        + f": {error}{'' if error.endswith('.') else '.'}"
+        + parent.tr("Please retry or check the application logs for more information.")
+    )
+
+    QMessageBox.critical(parent, "", message)

buzz/file_transcriber_queue_worker.py

@@ -0,0 +1,282 @@
+import logging
+import multiprocessing
+import os
+import queue
+import ssl
+import sys
+from pathlib import Path
+from typing import Optional, Tuple, List, Set
+from uuid import UUID
+
+# Fix SSL certificate verification for bundled applications (macOS, Windows)
+# This must be done before importing demucs which uses torch.hub with urllib
+try:
+    import certifi
+    os.environ.setdefault('REQUESTS_CA_BUNDLE', certifi.where())
+    os.environ.setdefault('SSL_CERT_FILE', certifi.where())
+    os.environ.setdefault('SSL_CERT_DIR', os.path.dirname(certifi.where()))
+    # Also update the default SSL context for urllib
+    ssl._create_default_https_context = lambda: ssl.create_default_context(cafile=certifi.where())
+except ImportError:
+    pass
+
+from PyQt6.QtCore import QObject, QThread, pyqtSignal, pyqtSlot, Qt
+
+# Patch subprocess for demucs to prevent console windows on Windows
+if sys.platform == "win32":
+    import subprocess
+    _original_run = subprocess.run
+    _original_check_output = subprocess.check_output
+
+    def _patched_run(*args, **kwargs):
+        if 'startupinfo' not in kwargs:
+            si = subprocess.STARTUPINFO()
+            si.dwFlags |= subprocess.STARTF_USESHOWWINDOW
+            si.wShowWindow = subprocess.SW_HIDE
+            kwargs['startupinfo'] = si
+        if 'creationflags' not in kwargs:
+            kwargs['creationflags'] = subprocess.CREATE_NO_WINDOW
+        return _original_run(*args, **kwargs)
+
+    def _patched_check_output(*args, **kwargs):
+        if 'startupinfo' not in kwargs:
+            si = subprocess.STARTUPINFO()
+            si.dwFlags |= subprocess.STARTF_USESHOWWINDOW
+            si.wShowWindow = subprocess.SW_HIDE
+            kwargs['startupinfo'] = si
+        if 'creationflags' not in kwargs:
+            kwargs['creationflags'] = subprocess.CREATE_NO_WINDOW
+        return _original_check_output(*args, **kwargs)
+
+    subprocess.run = _patched_run
+    subprocess.check_output = _patched_check_output
+
+from demucs import api as demucsApi
+
+from buzz.locale import _
+from buzz.model_loader import ModelType
+from buzz.transcriber.file_transcriber import FileTranscriber
+from buzz.transcriber.openai_whisper_api_file_transcriber import (
+    OpenAIWhisperAPIFileTranscriber,
+)
+from buzz.transcriber.transcriber import FileTranscriptionTask, Segment
+from buzz.transcriber.whisper_file_transcriber import WhisperFileTranscriber
+
+
+class FileTranscriberQueueWorker(QObject):
+    tasks_queue: multiprocessing.Queue
+    current_task: Optional[FileTranscriptionTask] = None
+    current_transcriber: Optional[FileTranscriber] = None
+    current_transcriber_thread: Optional[QThread] = None
+
+    task_started = pyqtSignal(FileTranscriptionTask)
+    task_progress = pyqtSignal(FileTranscriptionTask, float)
+    task_download_progress = pyqtSignal(FileTranscriptionTask, float)
+    task_completed = pyqtSignal(FileTranscriptionTask, list)
+    task_error = pyqtSignal(FileTranscriptionTask, str)
+
+    completed = pyqtSignal()
+    trigger_run = pyqtSignal()
+
+    def __init__(self, parent: Optional[QObject] = None):
+        super().__init__(parent)
+        self.tasks_queue = queue.Queue()
+        self.canceled_tasks: Set[UUID] = set()
+        self.current_transcriber = None
+        self.speech_path = None
+        self.is_running = False
+        # Use QueuedConnection to ensure run() is called in the correct thread context
+        # and doesn't block signal handlers
+        self.trigger_run.connect(self.run, Qt.ConnectionType.QueuedConnection)
+
+    @pyqtSlot()
+    def run(self):
+        if self.is_running:
+            return
+
+        logging.debug("Waiting for next transcription task")
+
+        # Clean up of previous run.
+        if self.current_transcriber is not None:
+            self.current_transcriber.stop()
+            self.current_transcriber = None
+
+        # Get next non-canceled task from queue
+        while True:
+            self.current_task: Optional[FileTranscriptionTask] = self.tasks_queue.get()
+
+            # Stop listening when a "None" task is received
+            if self.current_task is None:
+                self.is_running = False
+                self.completed.emit()
+                return
+
+            if self.current_task.uid in self.canceled_tasks:
+                continue
+
+            break
+
+        # Set is_running AFTER we have a valid task to process
+        self.is_running = True
+
+        if self.current_task.transcription_options.extract_speech:
+            logging.debug("Will extract speech")
+
+            def separator_progress_callback(progress):
+                self.task_progress.emit(self.current_task, int(progress["segment_offset"] * 100) / int(progress["audio_length"] * 100))
+
+            separator = None
+            separated = None
+            try:
+                # Force CPU if specified, otherwise use CUDA if available
+                force_cpu = os.getenv("BUZZ_FORCE_CPU", "false").lower() == "true"
+                if force_cpu:
+                    device = "cpu"
+                else:
+                    import torch
+                    device = "cuda" if torch.cuda.is_available() else "cpu"
+                separator = demucsApi.Separator(
+                    device=device,
+                    progress=True,
+                    callback=separator_progress_callback,
+                )
+                _origin, separated = separator.separate_audio_file(Path(self.current_task.file_path))
+
+                task_file_path = Path(self.current_task.file_path)
+                self.speech_path = task_file_path.with_name(f"{task_file_path.stem}_speech.mp3")
+                demucsApi.save_audio(separated["vocals"], self.speech_path, separator.samplerate)
+
+                self.current_task.file_path = str(self.speech_path)
+            except Exception as e:
+                logging.error(f"Error during speech extraction: {e}", exc_info=True)
+                self.task_error.emit(
+                    self.current_task,
+                    _("Speech extraction failed! Check your internet connection — a model may need to be downloaded."),
+                )
+                self.is_running = False
+                return
+            finally:
+                # Release memory used by speech extractor
+                del separator, separated
+                try:
+                    import torch
+                    if torch.cuda.is_available():
+                        torch.cuda.empty_cache()
+                except Exception:
+                    pass
+
+        logging.debug("Starting next transcription task")
+        self.task_progress.emit(self.current_task, 0)
+
+        model_type = self.current_task.transcription_options.model.model_type
+        if model_type == ModelType.OPEN_AI_WHISPER_API:
+            self.current_transcriber = OpenAIWhisperAPIFileTranscriber(
+                task=self.current_task
+            )
+        elif (
+            model_type == ModelType.WHISPER_CPP
+            or model_type == ModelType.HUGGING_FACE
+            or model_type == ModelType.WHISPER
+            or model_type == ModelType.FASTER_WHISPER
+        ):
+            self.current_transcriber = WhisperFileTranscriber(task=self.current_task)
+        else:
+            raise Exception(f"Unknown model type: {model_type}")
+
+        self.current_transcriber_thread = QThread(self)
+
+        self.current_transcriber.moveToThread(self.current_transcriber_thread)
+
+        self.current_transcriber_thread.started.connect(self.current_transcriber.run)
+        self.current_transcriber.completed.connect(self.current_transcriber_thread.quit)
+        self.current_transcriber.error.connect(self.current_transcriber_thread.quit)
+
+        self.current_transcriber.completed.connect(self.current_transcriber.deleteLater)
+        self.current_transcriber.error.connect(self.current_transcriber.deleteLater)
+        self.current_transcriber_thread.finished.connect(
+            self.current_transcriber_thread.deleteLater
+        )
+
+        self.current_transcriber.progress.connect(self.on_task_progress)
+        self.current_transcriber.download_progress.connect(
+            self.on_task_download_progress
+        )
+        self.current_transcriber.error.connect(self.on_task_error)
+
+        self.current_transcriber.completed.connect(self.on_task_completed)
+
+        # Wait for next item on the queue
+        self.current_transcriber.error.connect(lambda: self._on_task_finished())
+        self.current_transcriber.completed.connect(lambda: self._on_task_finished())
+
+        self.task_started.emit(self.current_task)
+        self.current_transcriber_thread.start()
+
+    def _on_task_finished(self):
+        """Called when a task completes or errors, resets state and triggers next run"""
+        self.is_running = False
+        # Use signal to avoid blocking in signal handler context
+        self.trigger_run.emit()
+
+    def add_task(self, task: FileTranscriptionTask):
+        # Remove from canceled tasks if it was previously canceled (for restart functionality)
+        if task.uid in self.canceled_tasks:
+            self.canceled_tasks.remove(task.uid)
+
+        self.tasks_queue.put(task)
+        # If the worker is not currently running, trigger it to start processing
+        # Use signal to avoid blocking the main thread
+        if not self.is_running:
+            self.trigger_run.emit()
+
+    def cancel_task(self, task_id: UUID):
+        self.canceled_tasks.add(task_id)
+
+        if self.current_task is not None and self.current_task.uid == task_id:
+            if self.current_transcriber is not None:
+                self.current_transcriber.stop()
+                
+            if self.current_transcriber_thread is not None:
+                if not self.current_transcriber_thread.wait(5000):
+                    logging.warning("Transcriber thread did not terminate gracefully")
+                    self.current_transcriber_thread.terminate()
+
+    def on_task_error(self, error: str):
+        if (
+            self.current_task is not None
+            and self.current_task.uid not in self.canceled_tasks
+        ):
+            # Check if the error indicates cancellation
+            if "canceled" in error.lower() or "cancelled" in error.lower():
+                self.current_task.status = FileTranscriptionTask.Status.CANCELED
+                self.current_task.error = error
+            else:
+                self.current_task.status = FileTranscriptionTask.Status.FAILED
+                self.current_task.error = error
+            self.task_error.emit(self.current_task, error)
+
+    @pyqtSlot(tuple)
+    def on_task_progress(self, progress: Tuple[int, int]):
+        if self.current_task is not None:
+            self.task_progress.emit(self.current_task, progress[0] / progress[1])
+
+    def on_task_download_progress(self, fraction_downloaded: float):
+        if self.current_task is not None:
+            self.task_download_progress.emit(self.current_task, fraction_downloaded)
+
+    @pyqtSlot(list)
+    def on_task_completed(self, segments: List[Segment]):
+        if self.current_task is not None:
+            self.task_completed.emit(self.current_task, segments)
+
+        if self.speech_path is not None:
+            try:
+                Path(self.speech_path).unlink()
+            except Exception:
+                pass
+            self.speech_path = None
+
+    def stop(self):
+        self.tasks_queue.put(None)
+        if self.current_transcriber is not None:
+            self.current_transcriber.stop()

buzz/locale.py

@@ -0,0 +1,23 @@
+import os
+import logging
+import gettext
+
+from PyQt6.QtCore import QLocale
+
+from buzz.assets import get_path
+from buzz.settings.settings import APP_NAME, Settings
+
+locale_dir = get_path("locale")
+gettext.bindtextdomain("buzz", locale_dir)
+
+settings = Settings()
+
+languages = [
+    settings.value(settings.Key.UI_LOCALE, QLocale().name())
+]
+
+translate = gettext.translation(
+    APP_NAME.lower(), locale_dir, languages=languages, fallback=True
+)
+
+_ = translate.gettext

buzz/paths.py

@@ -0,0 +1,5 @@
+import os
+
+
+def file_path_as_title(file_path: str):
+    return os.path.basename(file_path)

buzz/recording.py

@@ -0,0 +1,56 @@
+from typing import Optional
+
+import logging
+import numpy as np
+import sounddevice
+from PyQt6.QtCore import QObject, pyqtSignal
+
+
+class RecordingAmplitudeListener(QObject):
+    stream: Optional[sounddevice.InputStream] = None
+    amplitude_changed = pyqtSignal(float)
+    average_amplitude_changed = pyqtSignal(float)
+
+    ACCUMULATION_SECONDS = 1
+
+    def __init__(
+        self,
+        input_device_index: Optional[int] = None,
+        parent: Optional[QObject] = None,
+    ):
+        super().__init__(parent)
+        self.input_device_index = input_device_index
+        self.buffer = np.ndarray([], dtype=np.float32)
+        self.accumulation_size = 0
+        self._active = True
+
+    def start_recording(self):
+        try:
+            self.stream = sounddevice.InputStream(
+                device=self.input_device_index,
+                dtype="float32",
+                channels=1,
+                callback=self.stream_callback,
+            )
+            self.stream.start()
+            self.accumulation_size = int(self.stream.samplerate * self.ACCUMULATION_SECONDS)
+        except Exception as e:
+            self.stop_recording()
+            logging.exception("Failed to start audio stream on device %s: %s", self.input_device_index, e)
+
+    def stop_recording(self):
+        self._active = False
+        if self.stream is not None:
+            self.stream.stop()
+            self.stream.close()
+
+    def stream_callback(self, in_data: np.ndarray, frame_count, time_info, status):
+        if not self._active:
+            return
+        chunk = in_data.ravel()
+        self.amplitude_changed.emit(float(np.sqrt(np.mean(chunk**2))))
+
+        self.buffer = np.append(self.buffer, chunk)
+        if self.buffer.size >= self.accumulation_size:
+            self.average_amplitude_changed.emit(float(np.sqrt(np.mean(self.buffer**2))))
+            self.buffer = np.ndarray([], dtype=np.float32)

buzz/schema.sql

@@ -0,0 +1,34 @@
+CREATE TABLE transcription (
+    id TEXT PRIMARY KEY,
+    error_message TEXT,
+    export_formats TEXT,
+    file TEXT,
+    output_folder TEXT,
+    progress DOUBLE PRECISION DEFAULT 0.0,
+    language TEXT,
+    model_type TEXT,
+    source TEXT,
+    status TEXT,
+    task TEXT,
+    time_ended TIMESTAMP,
+    time_queued TIMESTAMP NOT NULL,
+    time_started TIMESTAMP,
+    url TEXT,
+    whisper_model_size TEXT,
+    hugging_face_model_id TEXT,
+    word_level_timings BOOLEAN DEFAULT FALSE,
+    extract_speech BOOLEAN DEFAULT FALSE,
+    name TEXT,
+    notes TEXT
+);
+
+CREATE TABLE transcription_segment (
+    id INTEGER PRIMARY KEY,
+    end_time INT DEFAULT 0,
+    start_time INT DEFAULT 0,
+    text TEXT NOT NULL,
+    translation TEXT DEFAULT '',
+    transcription_id TEXT,
+    FOREIGN KEY (transcription_id) REFERENCES transcription(id) ON DELETE CASCADE
+);
+CREATE INDEX idx_transcription_id ON transcription_segment(transcription_id);

buzz/settings/recording_transcriber_mode.py

@@ -0,0 +1,7 @@
+from enum import Enum
+from buzz.locale import _
+
+class RecordingTranscriberMode(Enum):
+    APPEND_BELOW = _("Append below")
+    APPEND_ABOVE = _("Append above")
+    APPEND_AND_CORRECT = _("Append and correct")

buzz/settings/settings.py

@@ -0,0 +1,165 @@
+import enum
+import typing
+import logging
+import uuid
+
+from PyQt6.QtCore import QSettings
+
+APP_NAME = "Buzz"
+
+
+class Settings:
+    def __init__(self, application=""):
+        self.settings = QSettings(APP_NAME, application)
+        self.settings.sync()
+
+    class Key(enum.Enum):
+        RECORDING_TRANSCRIBER_TASK = "recording-transcriber/task"
+        RECORDING_TRANSCRIBER_MODEL = "recording-transcriber/model"
+        RECORDING_TRANSCRIBER_LANGUAGE = "recording-transcriber/language"
+        RECORDING_TRANSCRIBER_INITIAL_PROMPT = "recording-transcriber/initial-prompt"
+        RECORDING_TRANSCRIBER_ENABLE_LLM_TRANSLATION = "recording-transcriber/enable-llm-translation"
+        RECORDING_TRANSCRIBER_LLM_MODEL = "recording-transcriber/llm-model"
+        RECORDING_TRANSCRIBER_LLM_PROMPT = "recording-transcriber/llm-prompt"
+        RECORDING_TRANSCRIBER_EXPORT_ENABLED = "recording-transcriber/export-enabled"
+        RECORDING_TRANSCRIBER_EXPORT_FOLDER = "recording-transcriber/export-folder"
+        RECORDING_TRANSCRIBER_MODE = "recording-transcriber/mode"
+        RECORDING_TRANSCRIBER_SILENCE_THRESHOLD = "recording-transcriber/silence-threshold"
+        RECORDING_TRANSCRIBER_LINE_SEPARATOR = "recording-transcriber/line-separator"
+        RECORDING_TRANSCRIBER_TRANSCRIPTION_STEP = "recording-transcriber/transcription-step"
+        RECORDING_TRANSCRIBER_EXPORT_FILE_TYPE = "recording-transcriber/export-file-type"
+        RECORDING_TRANSCRIBER_EXPORT_MAX_ENTRIES = "recording-transcriber/export-max-entries"
+        RECORDING_TRANSCRIBER_EXPORT_FILE_NAME = "recording-transcriber/export-file-name"
+        RECORDING_TRANSCRIBER_HIDE_UNCONFIRMED = "recording-transcriber/hide-unconfirmed"
+
+        PRESENTATION_WINDOW_TEXT_COLOR = "presentation-window/text-color"
+        PRESENTATION_WINDOW_BACKGROUND_COLOR = "presentation-window/background-color"
+        PRESENTATION_WINDOW_TEXT_SIZE = "presentation-window/text-size"
+        PRESENTATION_WINDOW_THEME = "presentation-window/theme"
+
+        FILE_TRANSCRIBER_TASK = "file-transcriber/task"
+        FILE_TRANSCRIBER_MODEL = "file-transcriber/model"
+        FILE_TRANSCRIBER_LANGUAGE = "file-transcriber/language"
+        FILE_TRANSCRIBER_INITIAL_PROMPT = "file-transcriber/initial-prompt"
+        FILE_TRANSCRIBER_ENABLE_LLM_TRANSLATION = "file-transcriber/enable-llm-translation"
+        FILE_TRANSCRIBER_LLM_MODEL = "file-transcriber/llm-model"
+        FILE_TRANSCRIBER_LLM_PROMPT = "file-transcriber/llm-prompt"
+        FILE_TRANSCRIBER_WORD_LEVEL_TIMINGS = "file-transcriber/word-level-timings"
+        FILE_TRANSCRIBER_EXPORT_FORMATS = "file-transcriber/export-formats"
+
+        DEFAULT_EXPORT_FILE_NAME = "transcriber/default-export-file-name"
+        CUSTOM_OPENAI_BASE_URL = "transcriber/custom-openai-base-url"
+        OPENAI_API_MODEL = "transcriber/openai-api-model"
+        CUSTOM_FASTER_WHISPER_ID = "transcriber/custom-faster-whisper-id"
+        HUGGINGFACE_MODEL_ID = "transcriber/huggingface-model-id"
+
+        SHORTCUTS = "shortcuts"
+
+        FONT_SIZE = "font-size"
+
+        UI_LOCALE = "ui-locale"
+
+        USER_IDENTIFIER = "user-identifier"
+
+        TRANSCRIPTION_TASKS_TABLE_COLUMN_VISIBILITY = (
+            "transcription-tasks-table/column-visibility"
+        )
+        TRANSCRIPTION_TASKS_TABLE_COLUMN_ORDER = (
+            "transcription-tasks-table/column-order"
+        )
+        TRANSCRIPTION_TASKS_TABLE_COLUMN_WIDTHS = (
+            "transcription-tasks-table/column-widths"
+        )
+        TRANSCRIPTION_TASKS_TABLE_SORT_STATE = (
+            "transcription-tasks-table/sort-state"
+        )
+
+        MAIN_WINDOW = "main-window"
+        TRANSCRIPTION_VIEWER = "transcription-viewer"
+
+        AUDIO_PLAYBACK_RATE = "audio/playback-rate"
+
+        FORCE_CPU = "force-cpu"
+        REDUCE_GPU_MEMORY = "reduce-gpu-memory"
+
+        LAST_UPDATE_CHECK = "update/last-check"
+        UPDATE_AVAILABLE_VERSION = "update/available-version"
+
+    def get_user_identifier(self) -> str:
+        user_id = self.value(self.Key.USER_IDENTIFIER, "")
+        if not user_id:
+            user_id = str(uuid.uuid4())
+            self.set_value(self.Key.USER_IDENTIFIER, user_id)
+        return user_id
+
+    def set_value(self, key: Key, value: typing.Any) -> None:
+        self.settings.setValue(key.value, value)
+
+    def save_custom_model_id(self, model) -> None:
+        from buzz.model_loader import ModelType
+        match model.model_type:
+            case ModelType.FASTER_WHISPER:
+                self.set_value(
+                    Settings.Key.CUSTOM_FASTER_WHISPER_ID,
+                    model.hugging_face_model_id,
+                )
+            case ModelType.HUGGING_FACE:
+                self.set_value(
+                    Settings.Key.HUGGINGFACE_MODEL_ID,
+                    model.hugging_face_model_id,
+                )
+
+    def load_custom_model_id(self, model) -> str:
+        from buzz.model_loader import ModelType
+        match model.model_type:
+            case ModelType.FASTER_WHISPER:
+                return self.value(
+                    Settings.Key.CUSTOM_FASTER_WHISPER_ID,
+                    "",
+                )
+            case ModelType.HUGGING_FACE:
+                return self.value(
+                    Settings.Key.HUGGINGFACE_MODEL_ID,
+                    "",
+                )
+
+        return ""
+
+    def value(
+            self,
+            key: Key,
+            default_value: typing.Any,
+            value_type: typing.Optional[type] = None,
+    ) -> typing.Any:
+        val = self.settings.value(
+            key.value,
+            default_value,
+            value_type if value_type is not None else type(default_value),
+        )
+        if (value_type is bool or isinstance(default_value, bool)):
+            if isinstance(val, bool):
+                return val
+            if isinstance(val, str):
+                return val.lower() in ("true", "1", "yes", "on")
+            if isinstance(val, int):
+                return val != 0
+            return bool(val)
+        return val
+
+    def clear(self):
+        self.settings.clear()
+
+    def begin_group(self, group: Key) -> None:
+        self.settings.beginGroup(group.value)
+
+    def end_group(self) -> None:
+        self.settings.endGroup()
+
+    def sync(self):
+        self.settings.sync()
+
+    def get_default_export_file_template(self) -> str:
+        return self.value(
+            Settings.Key.DEFAULT_EXPORT_FILE_NAME,
+            "{{ input_file_name }} ({{ task }}d on {{ date_time }})",
+        )